Showing 17 of 28 publications · Clear filters

1. 01
   Papers Defects, Shock & Surfaces Machine Learning & Data-Driven Discovery

   Machine Learning for Shock Compression of Solids Using Scarce Data

   S. Balakrishnan, F. G. VanGessel, B. C. Barnes, R. M. Doherty, W. H. Wilson, Z. Boukouvalas, M. D. Fuge, P. W. Chung

   Journal of Applied Physics , 133(15) , 155902 (2023)

   10.1063/5.0146296
2. 02
   Papers Phonon Transport & Thermal Conductivity

   Unusual Thermal Transport in Molecular Crystals

   Z. Liu, P. W. Chung

   Materials Today Physics , 36 , 101163 (2023)

   10.1016/j.mtphys.2023.101163
3. 03
   Papers Phonon Transport & Thermal Conductivity

   Selective Phonon Stimulation Mechanism to Tune Thermal Transport

   G. Kumar, P. W. Chung

   ACS Omega , 7(15) , 12787-12794 (2022)

   10.1021/acsomega.1c07364
4. 04
   Papers Machine Learning & Data-Driven Discovery

   Assessing the Trade-Off Between Prediction Accuracy and Interpretability for Topic Modeling on Energetic Materials Corpora

   M. Puerto, M. Kellett, R. Nikopoulou, M. D. Fuge, R. Doherty, P. W. Chung, Z. Boukouvalas

   arXiv:2206.00773 (2022)

5. 05
   Papers Energetic Materials & RDX

   Critical Evaluation of Reactive Force Fields for Vibrational Spectra: Case Study of Crystalline Cellulose Iβ

   Z. Liu, P. W. Chung

   Propellants, Explosives, Pyrotechnics , 47(8) , e202100376 (2022)

   10.1002/prep.202100376
6. 06
   Papers Energetic Materials & RDX Phonon Transport & Thermal Conductivity

   3-Phonon Scattering Pathways for Vibrational Energy Transfer in Crystalline RDX

   G. Kumar, F. G. VanGessel, L. B. Munday, P. W. Chung

   The Journal of Physical Chemistry A , 125(35) , 7723-7734 (2021)

   10.1021/acs.jpca.1c03225
7. 07
   Papers Energetic Materials & RDX Phonon Transport & Thermal Conductivity

   Bond Strain and Rotation Behaviors of Anharmonic Thermal Carriers in α-RDX

   G. Kumar, F. G. VanGessel, P. W. Chung

   Propellants, Explosives, Pyrotechnics , 45(2) , 169-176 (2020)

   10.1002/prep.201900218
8. 08
   Papers Phonon Transport & Thermal Conductivity

   Phonon Backscatter, Trapping, and Misalignment Effects on Microscale Thermal Conductance Below the Casimir Limit

   F. G. VanGessel, P. W. Chung

   International Journal of Heat and Mass Transfer , 128 , 807-816 (2019)

   10.1016/j.ijheatmasstransfer.2018.09.028
9. 09
   Papers Machine Learning & Data-Driven Discovery

   Deep Learning for Molecular Design: A Review of the State of the Art

   D. C. Elton, Z. Boukouvalas, M. D. Fuge, P. W. Chung

   Molecular Systems Design & Engineering , 4(4) , 828-849 (2019)

   10.1039/C9ME00039A
10. 10
    Papers Machine Learning & Data-Driven Discovery

    Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning

    Z. Boukouvalas, D. C. Elton, P. W. Chung, M. D. Fuge

    arXiv:1811.00628 (2019)

11. 11
    Papers Energetic Materials & RDX Phonon Transport & Thermal Conductivity

    Phonon Lifetimes and Thermal Conductivity of the Molecular Crystal α-RDX

    G. Kumar, F. G. VanGessel, D. C. Elton, P. W. Chung

    MRS Advances , 4(40) , 2191-2199 (2019)

    10.1557/adv.2019.278
12. 12
    Papers 2D & Layered Materials Phonon Transport & Thermal Conductivity

    Dominant ZA Phonons and Thermal Carriers in HfS₂

    J. Peng, S. Najmaei, M. Dubey, P. W. Chung

    Journal of Applied Physics , 126(16) , 164302 (2019)

    10.1063/1.5110515
13. 13
    Papers Energetic Materials & RDX Machine Learning & Data-Driven Discovery

    Applying Machine Learning Techniques to Predict the Properties of Energetic Materials

    D. C. Elton, Z. Boukouvalas, M. S. Butrico, M. D. Fuge, P. W. Chung

    Scientific Reports , 8 , 9059 (2018)

    10.1038/s41598-018-27344-x
14. 14
    Papers 2D & Layered Materials

    Tunable Electron and Phonon Properties of Folded Single-Layer Molybdenum Disulfide

    J. Peng, P. W. Chung, M. Dubey, R. R. Namburu

    Nano Research (2017)

    10.1007/s12274-017-1770-5
15. 15
    Papers Phonon Transport & Thermal Conductivity

    An Anisotropic Full Brillouin Zone Model for the Three-Dimensional Phonon Boltzmann Transport Equation

    F. G. VanGessel, P. W. Chung

    Computer Methods in Applied Mechanics and Engineering , 317 , 1012-1036 (2017)

    10.1016/j.cma.2017.01.010
16. 16
    Papers Defects, Shock & Surfaces

    Systematically Composable Operators for Lattice Defect Dynamics

    R. Weisburgh, P. W. Chung

    International Journal of Solids and Structures , 110-111 , 178-191 (2017)

    10.1016/j.ijsolstr.2017.01.029
17. 17
    Papers Defects, Shock & Surfaces

    Roughness-Induced Chemical Heterogeneity Leads to Large Hydrophobicity in Wetting-Translucent Nanostructures

    J. E. Andrews, Y. Wang, S. Sinha, P. W. Chung, S. Das

    The Journal of Physical Chemistry C , 121(18) , 10010-10017 (2017)

    10.1021/acs.jpcc.7b02222