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73 results for “transfer function”

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zenodo48/100

Dataset: A database of near-field head-related transfer functions based on measurements with a laser spark source

<p>This is a database of near-field head-related transfer functions (HRTFs) of an artificial head, measured at four distances (0.2, 0.3, 0.4 and 0.5 m), with 49 positions recorded at each distance, for a total of 196 measurement points. The HRTFs were recorded using an acoustic pulse created by a laser-induced breakdown of air (LIB), which realizes a close to ideal, massless, monopole sound source. The repository contains the original measurement data (raw_data.zip), the derived HRTFs both with (NF_LIB_HRTF_LFE.sofa)&nbsp;and without (NF_LIB_HRTF_measured.sofa)&nbsp;a low-frequency extension (LFE)&nbsp;applied, as well as the MATLAB code used to process the measurement data and to apply the LFE (LIB_HRTF_DB.zip).&nbsp;The database&nbsp;is made publicly available to support future research into nearby sound localization, and virtual/augmented reality applications.</p> <p>Please see the accompanying paper for further details: Marschall et al. (2023), <a href="https://doi.org/10.1016/j.apacoust.2022.109173">A database of near-field head-related transfer functions based on measurements with a laser spark source</a>, Applied Acoustics.&nbsp;</p>

opencc-by-4.0Jan 2023View details →
zenodo44/100

The Hearpiece database of individual transfer functions of an openly available in-the-ear earpiece for hearing device research

<p>We present a database of acoustic transfer functions of the Hearpiece, an openly available multi-microphone multi-driver in-the-ear earpiece for hearing device research. The database includes HRTFs for 87 incidence directions as well as responses of the drivers, all measured at the four microphones of the Hearpiece as well as the eardrum in the occluded and open ear. The transfer functions were measured in both ears of 25 human subjects and a KEMAR with anthropometric ears for five reinsertions of the device. We describe the measurements of the database and analyse derived acoustic parameters of the device. All regarded transfer functions are subject to differences between subjects as well as variations due to reinsertion into the same ear. Also, the results show that KEMAR measurements represent a median human ear well for all assessed transfer functions. The database is a rich basis for development, evaluation and robustness analysis of multiple hearing device algorithms and applications.</p>

opencc-by-sa-4.0Apr 2020View details →
zenodo44/100

Transfer function measurements of a Moroccan rabāb

<p>Instrument: <i>rabāb&nbsp;</i><br>Country of origin: Morocco&nbsp;<br>Place of origin: Fès&nbsp;<br>Instrument maker: Abdessalam Chiki&nbsp;<br>Year of manufacture: 2015&nbsp;<br>Location: Basel, private property of Thilo Hirsch</p><p>Dimensions:&nbsp;<br>Total length: 513.2 mm&nbsp;<br>Max. Body width: 114.8 mm&nbsp;<br>Width at the upper end of the skin: 96.2 mm&nbsp;<br>Width at top nut: 31.6 mm&nbsp;<br>Body depth at the upper end of the skin: approx. 80 mm</p><p>Vibrating string lengths:&nbsp;<br>d-string: 410 mm&nbsp;<br>G-string: 403 mm</p><p>Materials:&nbsp;<br>Body: walnut&nbsp;<br>Pegbox: walnut&nbsp;<br>Fingerboard: acajou (mahogany)&nbsp;<br>Decoration: mother-of-pearl&nbsp;<br>Bars: spruce&nbsp;<br>Top nut, tailpiece button: bone&nbsp;<br>Bridge: bamboo&nbsp;<br>Top: goatskin</p><p>Transfer function measurements: Alexander Mayer, mdw - University of Music and Performing Arts Vienna, Department of Music Acoustics – Wiener Klangstil (IWK), 18.2.2020</p><p>Transfer function from shaker to microphone 1 meter in front of the instrument.&nbsp;<br>Frequency range specified in the Filename.&nbsp;<br>Shaker exciting with a frequency sweep on the bass side of the bridge (shaker type: Minishaker by BNK).&nbsp;<br>Pressure measurement with a ROGA RG50 microphone.</p><p>Photos of the setup: Thilo Hirsch 18.2.2020</p><p>________________________</p><p>How to read VIA-Files:&nbsp;<br>Line 1 to 9: Header, Line 8 holds the number of values&nbsp;<br>Data is organized as followed: 1st col: Frequency [Hz]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 2nd col: Magnitude [as Factor not dB!]&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp; 3rd col: Phase [rad]&nbsp;&nbsp;&nbsp; 4th col:&nbsp; Real part [as Factor not dB!] 5th col: Imaginary part [as Factor not dB!] (so only first 3 columns are needed)</p><p>To get dB Value: Amplitude[dB] = 20 log [Magnitude]</p><p>Usually the Magnitude was calculated as response/reference (input) in the frequency domain. As for measuring the mechanical admittance the sensor is most likely an accelerometer (capturing the response in m/s2 of the object of interest) and the reference an impact hammer capturing the input force in Newton. As the mechanical admittance is defined as v/F (speed over force) the acceleration signal has to be integrated. The here captured signals are integrated in the frequency domain, what means the magnitude is divided by the corresponding frequency value in s-1. Values coded like: 3.30750000000000E+1 -&gt; 3.3075 * 10 -&gt; 33.075</p>

opencc-by-4.0Nov 2023View details →
zenodo44/100

The PIRATE: an anthropometric earPlug with exchangeable microphones for Individual Reliable Acquisition of Transfer functions at the Ear canal entrance

<p>We present the open design of the PIRATE, an anthropometric earPlug with exchangable microphones for Individual Reliable Acquisition of Transfer functions at the Ear canal entrance. Its outer shape is available in 5 sizes and provides a deep, tight and reproducible fit in virtually all human ears. The design includes a recess to accommodate a MEMS microphone. Thus, the same microphone can be conveniently used in different earplugs without losing accuracy, and the microphone can be removed for calibration. The PIRATE or previous versions of it have been utilized in several studies with more than 200 subjects</p> <p>From the provided model, the earplugs can be 3D printed, and only minor working steps are necessary before use. These steps are described in the documentation.</p> <p>&nbsp;</p> <p>Reference:</p> <p>Denk F., Brinkmann F., Stirnemann S., Kollmeier B. (2019) &quot;The PIRATE: an anthropometric earPlug with exchangeable microphones for Individual Reliable Acquisition of Transfer functions at the Ear canal entrance,&quot; Fortschritte der Akustik - DAGA, Rostock, Germany</p>

opencc-by-sa-4.0Mar 2019View details →
zenodo44/100

Simulation data for "Characteristics of Wave-Particle Power Transfer as a Function of Electron Pitch Angle in Nonlinear Frequency Chirping" which will be submitted to Journal of Geophysical Research: Space Physics

<p>Simulation data for "Characteristics of Wave-Particle Power Transfer as a Function of Electron Pitch Angle in Nonlinear Frequency Chirping" which will be submitted to Journal of Geophysical Research: Space Physics.</p> <p>Including the simulation input parameter file and the necessary output data to plot each figure in the article.&nbsp;</p>

opencc-by-4.0Oct 2024View details →
zenodo44/100

Understanding Electron Transfer Reactions using Constrained Density Functional Theory: Complications due to Surface Interactions

<p>For reproducing the results presented in&nbsp;&quot;<strong>Hashemi, A., Peljo, P., &amp; Laasonen, K. (2022). Understanding Electron Transfer Reactions using Constrained Density Functional Theory: Complications due to Surface Interactions</strong>&quot;, this database provides the input files and CDFT-AIMD trajectory information.&nbsp;Please refer to the publication if you wish to use these data.</p> <p>---------------------------------------**************************************************************************-------------------------------------------------</p> <p><em>This study was financed by the Horizon 2020 Framework Programme CompBat with project&nbsp;number 875565. We also thank CSC-IT Center for Science Ltd. and Aalto Science-IT project&nbsp;for generous grants of computer time.</em><br> -----------------------------------------------------------------------------------------------------------------------------------------------------------------------------</p> <p><strong>The content of a directory is shown in a tree-like format:</strong><br> ├── 1DMDQ<br> │&nbsp;&nbsp;&nbsp;├── 1_md<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dmdq-md-pos-1.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── pos.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── submit.sh<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;├── 2_cdftaimd<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;└── 3_cdft_wH2O_sccs<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── b_to_c.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;└── README<br> ├── 2MeVi<br> │&nbsp;&nbsp;&nbsp;├── 1_md<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── mevi-md-pos-1.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── pos.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── submit.sh<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;├── 2_cdftaimd<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;└── 3_cdft_wH2O_sccs<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── b_to_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;└── README<br> ├── 3OHVi<br> │&nbsp;&nbsp;&nbsp;├── 1_md<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── ohvi-md-pos-1.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── pos.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── submit.sh<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;├── 2_cdftaimd<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;└── 3_cdft_wH2O_sccs<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── b_to_c.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;└── README<br> ├── 4dBR5<br> │&nbsp;&nbsp;&nbsp;├── 1_md<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dmdq-md-pos-1.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── pos.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── submit.sh<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;├── 2_cdftaimd<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;└── 3_cdft_wH2O_sccs<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── b_to_c.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;└── README<br> ├── 52HNQ<br> │&nbsp;&nbsp;&nbsp;├── 1_md<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── hnq-md-pos-1.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── pos.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── submit.sh<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;├── 2_cdftaimd<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.bash<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── cdft_md.inp<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame-cdft-pos-total.xyz.tar.gz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── frame.xyz<br> │&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp;└── 3_cdft_wH2O_sccs<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_a<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── README<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;├── state_b<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── b_to_a.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── b_to_c.tar.gz<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp;└── state_c<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── framePrint.py<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;├── input_files<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 1_energy_cdft_STATE1.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 2_energy_cdft_STATE2.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── 3_energy_cdft_mixed.bash<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── becke_twoconstraints.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── dft-common-params.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;├── energy_mixed_cdft.inp<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;│&nbsp;&nbsp;&nbsp;└── subsys.inc<br> │&nbsp;&nbsp;&nbsp; &nbsp; &nbsp; &nbsp; &nbsp;└── README<br> └── 6_n_H2O_effect_mevi<br> &nbsp; &nbsp; ├── 08h2o<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── framePrint.py<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── README<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── state_a.tar.gz<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;└── state_b.tar.gz<br> &nbsp; &nbsp; ├── 10h2o<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── framePrint.py<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── README<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── state_a.tar.gz<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;└── state_b.tar.gz<br> &nbsp; &nbsp; ├── 20h2o<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── framePrint.py<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── README<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── state_a.tar.gz<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;└── state_b.tar.gz<br> &nbsp; &nbsp; ├── 40h2o<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── framePrint.py<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── README<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── state_a.tar.gz<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;└── state_b.tar.gz<br> &nbsp; &nbsp; ├── 97h2o<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── framePrint.py<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── README<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;├── state_a.tar.gz<br> &nbsp; &nbsp; │&nbsp;&nbsp;&nbsp;└── state_b.tar.gz<br> &nbsp; &nbsp; └── fig3.png</p> <p>74 directories, 301 files<br> -------------------------------------------------------<br> There are 6 directories: 1DMDQ, 2MeVi, 3OHVi,&nbsp;&nbsp; 4dBR5,&nbsp; 52HNQ,&nbsp; 6_n_H2O_effect_mevi.&nbsp;Except for &quot;6_n_H2O_effect_mevi&quot;,&nbsp;we see 3 subdirectories named 1_md,&nbsp;2_cdftaimd, and&nbsp;3_cdft_wH2O_sccs. The input files and AIMD trajectories can be found in 1_md. While 2_cdftaimd contains the CDFT-AIMD input files and trajectories. To reproduce snapshots and input files of&nbsp;3_cdft_wH2O_sccs, follow the README files in the subdirectories.</p> <p>The directory &quot;6_n_H2O_effect_mevi&quot; contains the number of water effects (Figure 3 of the publication). Users are guided by README files once again.&nbsp;</p>

opencc-by-4.0Nov 2022View details →
zenodo44/100

Fast measurement of the gradient system transfer function at 7 T

<p>Measurement data complementing our publication &quot;Fast measurement of the gradient system transfer function at 7 T&quot; (DOI:&nbsp;https://doi.org/10.1002/mrm.29523). The corresponding MATLAB code is available at&nbsp;https://github.com/expRad/Fast_GIRF .</p>

opencc-by-4.0Dec 2022View details →
zenodo40/100

Transfer function measurements for simulating environmental noise at hearable microphones

<p>This dataset is supplementary material to the conference paper "Multi-Microphone Noise Data Augmentation for DNN-based Own Voice Reconstruction for Hearables in Noisy Environments" presented at ICASSP 2024 [1].</p> <p>The dataset consists of impulse response measurements for 18 device users (5 female, 13 male) wearing hearable devices in both ears.&nbsp;<br>The dataset was recorded in a sound-proof listening room using the Hearpiece prototype device (closed vent variant) [2] with a sampling frequency of 44.1 kHz.<br>Impulse responses were measured with exponential sweeps from 80 Hz to 22.05 kHz with a duration of 3s played from 8 loudspeakers arranged in a circle of approximately 1.5m radius.&nbsp;<br>The loudspeakers were located in the horizontal plane around the device users in 45&deg;-steps (azimuth), starting from 22.5&deg; to the right (where 0&deg; is the front from the device users' perspective).</p> <p>The measurements are contained in the folder <code>measurements</code>. Each subfolder contains measurements from a different device user (e.g., <code>VP_01</code>).&nbsp;<br>Each file contains the measurement for one direction, e.g. <code>VP_01/data_0.npz</code> contains the measurement of device user <code>VP_01</code> for 22.5&deg; azimuth, <code>VP_01/data_1.npz</code> is the measurement for the same device user for 22.5&deg;+45&deg; and so on.<br>Measurements of device users where the device could not be inserted, or where the fit did not provide sufficient attenuation of external sounds to the in-ear microphone, were excluded.</p> <p>The impulse responses for two Hearpiece devices (closed vent), the concha and in-ear microphones were measured.<br>A DPA 6060 lavalier clip microphone and a Tbone SC140 cardiod microphone were also included in the measurement as reference channels.&nbsp;</p> <p>The channels of the measurements (counting from 0):</p> <p>&nbsp; &nbsp; 0: Lavalier-microphone clipped to the shirt neck, shirt collar etc. of the device user<br>&nbsp; &nbsp; 1: Reference microphone about 50 cm in front of the device user<br>&nbsp; &nbsp; 2: Left in-ear microphone Hearpiece<br>&nbsp; &nbsp; 3: Left concha microphone Hearpiece<br>&nbsp; &nbsp; 4: Right in-ear microphone Hearpiece<br>&nbsp; &nbsp; 5: Right concha microphone Hearpiece</p> <p><br>The measurement consists of impulse responses from the loudspeaker to the hearable device microphones and reference microphones, and corresponding transfer functions.&nbsp;<br>Measurement metadata is included as well.&nbsp;<br>The measurement files contain a python dictionary with the following fields:</p> <ul> <li><code>test_signal</code>: the signal used for playback, consisting of a pause, the sweep, and another pause</li> <li><code>rec_signal</code>: the recorded signal (sweep played from the loudspeaker, recorded at the microphones)</li> <li><code>sweep</code>: the generated exponential sweep signal without pauses</li> <li><code>T</code>: actual duration of the sweep (~2 Seconds)</li> <li><code>sweep_inv</code>: inverse sweep (inverse w.r.t convolution of the sweep with the system response)</li> <li><code>sweep_inv_spectrum</code>: spectrum of the inverse sweep</li> <li><code>f11</code>: the frequency (in Hz) corresponding to the <code>RampLen</code> of the fade-in at the beginning of the sweep</li> <li><code>T_desd</code>: desired duration of the sweep in seconds (2 Seconds)</li> <li><code>T_rec</code>: recording duration in seconds (3 Seconds)</li> <li><code>start_frequency</code>: Minimum frequency in the measurement / first frequency in the sweep (80 Hz)</li> <li><code>RampLen</code>: Length of the fade-in ramp applied to the beginning of the sweep (based on a Hanning window) (2048 Samples)</li> <li><code>pre_pause_len</code>: pause time between starting the measurement and sweep playback (88200 Samples)</li> <li><code>after_pause_len</code>: pause time after sweep playback (44100 Samples)</li> <li><code>n_repetitions</code>: Number of repetitions for the measurement (1)</li> <li><code>n_channels</code>: Number of recorded channels including loopback (7 = 4 Hearpiece, 2 reference, 1 loopback)</li> <li><code>coh_mat</code>: Mean Squared Coherence per channel (between the measured sweep and the playback sweep signal), has shape (frequencies up to <code>samplerate</code>/2 x channels)</li> <li><code>ir_loopback</code>: the measured impulse response of the loopback channel, used to measure and compensate system delay from audio interface</li> <li><code>ir_mic</code>: the measured impulse responses of the hearable and reference microphones, with shape (samples, channels)</li> <li><code>tf_mic</code>: the measured transfer functions between the loudspeaker and the hearable and reference microphones, with shape (frequencies up to <code>samplerate</code>/2, channels)</li> <li><code>system_delay</code>: the measured system delay from the audio interface (position of the peak of the correlation between playback sweep and loopback sweep signals)</li> <li><code>samplerate</code>: The sampling rate used for the measurements (44100 Hz)</li> </ul> <p>This dataset is compatible with the German own voice recordings available at <a href="../records/10844599" target="_blank" rel="noopener">https://zenodo.org/records/10844599</a> (same participants+device insertion and measurement setup).</p> <p>The example script <code>generate_indiv_noise_dataset.py</code> can be used to augment a single-channel noise dataset to obtain simulated individual hearable noise signals,<br>similar to [1] but using impulse responses directly as filters instead of first computing relative transfer functions and then applying them in the STFT domain.</p> <p><br>[1] M. Ohlenbusch, C. Rollwage, S. Doclo: "Multi-microphone Noise Data Augmentation for DNN-based Own Voice Reconstruction for Hearables in Noisy Environments". In: Proc. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Seoul, South Korea, Apr. 2024, pp. 416-420.<br>[2] F. Denk, M. Lettau, H. Schepker, S. Doclo, R. Roden, M. Blau, J.-H. Bach, J. Wellmann, and B. Kollmeier: "A One-Size-Fits-All Earpiece with Multiple Microphones and Drivers for Hearing Device Research". In: Proc. AES International Conference on Headphone Technology. San Francisco, USA, Aug. 2019.</p>

opencc-by-nc-nd-4.0May 2024View details →
zenodo40/100

Supplementary data to the paper: Toward a Novel Set of Pinna Anthropometric Features for Individualizing Head-Related Transfer Functions

<p>Supplementary research data to the <a href="https://doi.org/10.5281/zenodo.14338958" target="_blank" rel="noopener">paper</a>:</p> <blockquote> <p>Davide Fantini, Stavros Ntalampiras, Giorgio Presti, and Federico Avanzini.&nbsp;Toward a novel set of pinna anthropometric features for individualizing<br>head-related transfer functions. In&nbsp;<em>Proceedings of the 21th Sound and Music&nbsp;Computing Conference</em>, Porto, Portugal, July 2024.</p> </blockquote> <p>The repository includes the research data generated in the abovementioned paper. In particular, the repository includes:</p> <ul> <li><a href="../api/records/10805885/draft/files/README.md/content" target="_blank" rel="noopener noreferrer">README.md</a>: instructions for the data</li> <li><a href="../api/records/10805885/draft/files/pinna_images.mat/content" target="_blank" rel="noopener noreferrer">pinna_images.mat</a>: pinna depth images extracted from the 3D head meshes of the&nbsp;<a href="https://depositonce.tu-berlin.de/items/dc2a3076-a291-417e-97f0-7697e332c960">HUTUBS dataset</a></li> <li><a href="../api/records/10805885/draft/files/landmarks.mat/content" target="_blank" rel="noopener noreferrer">landmarks.mat</a>: coordinates of the landmarks manually annotated on pinna depth images</li> <li><a href="../api/records/10805885/draft/files/anthropometry.mat/content" target="_blank" rel="noopener noreferrer">anthropometry.mat</a>: anthropometric parameters automatically extracted from manually annotated landmarks</li> <li><a href="../api/records/10805885/draft/files/anthropometry_documentation.pdf/content" target="_blank" rel="noopener">anthropometry_documentation.pdf</a>: documentation of the pinna anthropometric parameters</li> <li><a href="../records/12698286/files/poster.pdf?download=1">poster.pdf</a>: poster presented at the SMC conference 2024</li> </ul> <p>The data are provided in the Matlab file format&nbsp;MAT. Nevertheless, the MAT files can be read with other programming languages, such as Python (<a href="https://docs.scipy.org/doc/scipy/reference/generated/scipy.io.loadmat.html">scipy.io.loadmat</a>).</p> <p>A GitHub repository to automatically extract the pinna landmarks and features as described in the paper is available <a href="https://github.com/DavideFantini/pinna-anthropometry-extraction" target="_blank" rel="noopener">here</a>.</p>

opencc-by-4.0Mar 2024View details →
zenodo40/100

Relxill_NK Johannsen metric transfer function FITS files

<p>Transfer function FITS files to be used with the X-ray reflection model relxill_nk (<a href="https://github.com/ABHModels/relxill_nk">ABHModels/relxill_nk</a>).</p>

opencc-by-4.0Oct 2024View details →
dryad40/100

Data for: Analytical transfer function for volcano deformation with T-dependent viscoelasticity

<p>Rocks can modulate the triggering, duration, and style of volcanic eruptions. When heated, the host rocks surrounding a magmatic reservoir is typically considered as a viscoelastic material. The viscoelastic rheology (viscosity especially) is temperature dependent; however, the dynamics and consequence on surface deformation resulting from heterogeneous crustal temperature and viscosity around magmatic reservoirs have not been explored systematically. </p> <p>This dataset incorporates the parameters and numerical codes used for generating results in the manuscript 'History-dependent volcanic ground deformation from broad-spectrum viscoelastic rheology around magma reservoirs' submitted to GRL and authord by Yang Liao, Leif Karlstrom, and Brittany Erickson.  The dataset consists of a README file detailing the data structure, a matlab .mat file that contains the parameters assumed in the magma chamber model, and several matlab program .m files that can be applied to the .mat file to generate results presented in the manuscript. </p>

opencc-zeroNov 2022View details →
zenodo40/100

Dataset presented in the recently submitted AGU manuscript "Constraining the crustal and mantle conductivity structures beneath islands by a joint inversion of multi-source magnetic transfer functions"

<p>Dataset (observed tippers, solar quiet global-to-local transfer functions, and global Q responses)&nbsp;presented in the recently submitted AGU manuscript &quot;Constraining the crustal and mantle conductivity structures beneath islands by a joint inversion of multi-source magnetic transfer functions&quot;.</p>

opencc-by-4.0Nov 2022View details →
zenodo40/100

A near-field Head-Related Transfer Function (HRTF) data set of KEMAR with high distance resolution

<p>A near-field Head-Related Transfer Function (HRTF) data set measured on a KEMAR head and torso simulator with high distance resolution and multiple elevations is presented (&#39;KEMAR_NFHRIRmea_1cm.sofa&#39;).&nbsp;HRTFs are measured at 83448 spatial points at distances ranging from 20 to 110 cm, elevations from -25&deg; to 35&deg;, and azimuths from 0&deg; to 355&deg;. The distance resolution of the HRTF data is 1 cm, higher than that of any existing public near-field HRTF databases. Therefore, the dataset enables further exploration of the distance dependence of near-field HRTFs, and is beneficial for applications of realistic and dynamic binaural rendering of nearby sound sources. An additional data set of simulated HRTFs with 1.5 cm distance resolution is also provided (&#39;KEMAR_NFHRIRsim_1.5cm.sofa&#39;) for a direct comparison with the measured HRTFs or other purposes.</p>

opencc-by-4.0Feb 2023View details →
dryad40/100

Data for: Analytical transfer function for volcano deformation with T-dependent viscoelasticity

Open the record for dataset details and reuse information.

publicNov 2022View details →
zenodo36/100

Acoustic transfer function data for source and sensor placement

<p>Acoustic transfer function (ATF) data for the codes of source and sensor placement in sound field control.&nbsp;</p> <p>https://github.com/sh01k/SourceSensorPlacementSFC</p> <p>The ATF data in the 2D acoustic field was generated by the finite element method using FreeFem++ (<a href="https://freefem.org/">https://freefem.org/</a>).</p>

opencc-by-4.0Jan 2021View details →
zenodo36/100

Data accompanying MetaChrom and "Annotating functional effects of non-coding variants in neuropsychiatric cell types by Deep Transfer Learning"

<p>This is the data accompanying the paper &quot; Annotating functional effects of non-coding variants in neuropsychiatric cell types by Deep Transfer Learning&quot; and the GitHub repository&nbsp;https://github.com/bl-2633/MetaChrom.&nbsp;</p> <p><strong>/data/bed_files/ </strong>contains the unprocessed bed file used in analysis</p> <p><strong>/data/seq_data/</strong> contains processed data from the bed files with corresponding partition and labels for each sequence segment.</p> <p><strong>/trained_model/MetaChrom_model/</strong> contains the pre-trained MetaChrom model on neural developmental context</p> <p><strong>/trained_models/MetaFeat_model/ </strong>contains the MetaFeat model used in training</p> <p><strong>/tool/</strong> contains files and software necessary for the processing pipeline.</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

The supplementary material for antenna transfer function (arXiv: 1901.09624)

<p>The angular response for interferometric space based gravitational wave detectors, enclosed files are 2d and 3d plots animations for the response function when the&nbsp; detector moves in the orbit. File names started with LISA/lisa are for LISA, those with TianQin/tq are for TianQin.&nbsp;</p>

opencc-by-4.0Feb 2019View details →
dryad36/100

Distinct synaptic transfer functions in same-type photoreceptors

<p>Many sensory systems use ribbon-type synapses to transmit their signals to downstream circuits. The properties of this synaptic transfer fundamentally dictate which aspects in the original stimulus will be accentuated or suppressed, thereby partially defining the detection limits of the circuit. Accordingly, sensory neurons have evolved a wide variety of ribbon geometries and vesicle pool properties to best support their diverse functional requirements. However, the need for diverse synaptic functions does not only arise across neuron types, but also <em>within</em>. Here we show that UV-cones, a single type of photoreceptor of the larval zebrafish eye, exhibit striking differences in their synaptic ultrastructure and consequent calcium to glutamate transfer function depending on their location in the eye. We arrive at this conclusion by combining serial section electron microscopy and simultaneous "dual-colour" 2-photon imaging of calcium and glutamate signals from the same synapse <em>in vivo</em>. We further use the functional dataset to fit a cascade-like model of the ribbon synapse with different vesicle pool sizes, transfer rates and other synaptic properties. Exploiting recent developments in simulation-based inference, we obtain full posterior estimates for the parameters and compare these across different retinal regions. The model enables us to extrapolate to new stimuli and to systematically investigate different response behaviours of various ribbon configurations. We also provide an interactive, easy-to-use version of this model as an online tool. Overall, we show that already on the synaptic level of single neuron types there exist highly specialized mechanisms which are advantageous for the encoding of different visual features.</p>

opencc-zeroJul 2021View details →
zenodo36/100

Data - A Functionalized Monte Carlo 3D Radiative Transfer Model: Radiative Effects of Clouds over Reflecting Surfaces

<p>Data and scripts associated with the article &quot;A Functionalized Monte Carlo 3D Radiative Transfer Model: Radiative Effects of Clouds over Reflecting Surfaces&quot;</p>

opencc-by-4.0Feb 2023View details →
zenodo36/100

Datasets and code for "Multi-site transfer function approach for real-time modeling of the ground electric field induced by laterally-nonuniform ionospheric source" by Kruglyakov et al. (2023)

<ol> <li>Archive calculate_weights_for_rt.tgz contains the code for calculation of weights used for computation of electric fields based on multi-site transfer function approach following Kruglyakov et al. (2023). The code is written in Fortran 2003 and the only external dependency is LAPACK/BLAS -compatible library, for example OpenBLAS from https://www.openblas.net. See READ.ME for details.</li> <li>Files GICs*.dat contain observed and modelled geomagnetically induced currents (GICs) at M&auml;nts&auml;l&auml; compressor station in southern Finland (60.6 N, 25.2 E) (https://space.fmi.fi/gic/) for three events (in 2000, 2001, and 2003).</li> <li>Files E_x*. E_y* contain corresponding components of measured (detrended and downsampled from 1s to 10s) and modeled electric fields at sites M02 and M05 from 05:15 to 06:15 UT, 11 Sep 2005.</li> <li>Files MS_TF*.dat contain multi-site transfer functions for different sets of IMAGE magnetometers (based on the data availability during the simulated events) in the frequency domain and the corresponding weights for calculation of electric field in the time domain.</li> <li>File E_to_GICs_W.dat contains coefficients for computation of GICs at M&auml;nts&auml;l&auml; station from electric fields at 18 sites used in the simulation. See Equation (15) of Kruglyakov et al. (2023) for details.</li> </ol> <p>&nbsp;</p> <p>&nbsp;</p>

opencc-by-4.0Oct 2023View details →

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record