Publications
CSC research acknowledged in publications and presentations.
Please remember to continue to acknowledge the use of CSC resources with
Use was made of computational facilities purchased with funds from the National Science Foundation (CNS-1725797) and administered by the Center for Scientific Computing (CSC). The CSC is supported by the California NanoSystems Institute and the Materials Research Science and Engineering Center (MRSEC; NSF DMR 2308708) at UC Santa Barbara.
Selected Publications
2022
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension Reductions
GD-VAEs: Geometric Dynamic Variational Autoencoders for Learning Nonlinear Dynamics and Dimension Reductions. Arxiv Preprint Arxiv:2206.05183.
. (2022). Generalizable Deepfake Detection with Phase-Based Motion Analysis
Generalizable Deepfake Detection with Phase-Based Motion Analysis. Arxiv Preprint Arxiv:2211.09363.
. (2022). Glass-Ceramic Sodium-Deficient Chlorides with High Sodium-ion Conductivity
Glass-Ceramic Sodium-Deficient Chlorides with High Sodium-ion Conductivity.
. (2022). Plant abundance, but not plant evolutionary history, shapes patterns of host specificity in foliar fungal endophytes
Plant abundance, but not plant evolutionary history, shapes patterns of host specificity in foliar fungal endophytes. Ecosphere, 13, e03879.
. (2022). Porous Media Microstructure Determines the Diffusion of Active Matter: Experiments and Simulations
Porous Media Microstructure Determines the Diffusion of Active Matter: Experiments and Simulations. Frontiers In Physics, 232.
. (2022). Protein drift-diffusion dynamics and phase separation in curved cell membranes and dendritic spines: Hybrid discrete-continuum methods
Protein drift-diffusion dynamics and phase separation in curved cell membranes and dendritic spines: Hybrid discrete-continuum methods. Physical Review E, 106, 044402.
. (2022). Quantum Defects from First Principles
Quantum Defects from First Principles.
. (2022). Radiative relativistic magnetohydrodynamic simulations of neutron star column accretion in Cartesian geometry
Radiative relativistic magnetohydrodynamic simulations of neutron star column accretion in Cartesian geometry. Monthly Notices Of The Royal Astronomical Society, 515, 4371\textendash4390.
. (2022). Rational mechanochemical design of Diels\textendashAlder crosslinked biocompatible hydrogels with enhanced properties
Rational mechanochemical design of Diels\textendashAlder crosslinked biocompatible hydrogels with enhanced properties. Materials Horizons.
. (2022). Reinforcement Learning for Intra-and-Inter-Bank Borrowing and Lending Mean Field Control Game
Reinforcement Learning for Intra-and-Inter-Bank Borrowing and Lending Mean Field Control Game. Presented at the.
. (2022). Role of carbon and hydrogen in limiting n-type doping of monoclinic (AlxGa1-x)2O3
Role of carbon and hydrogen in limiting n-type doping of monoclinic (AlxGa1-x)2O3. Physical Review B, 105, 155201.
. (2022). Role of layer thickness and dislocation distribution in confined layer slip in nanolaminated Nb
Role of layer thickness and dislocation distribution in confined layer slip in nanolaminated Nb. International Journal Of Plasticity, 152, 103239.
. (2022). Self-Consistent Field Theory Predicts Universal Phase Behavior for Linear, Comb, and Bottlebrush Diblock Copolymers
Self-Consistent Field Theory Predicts Universal Phase Behavior for Linear, Comb, and Bottlebrush Diblock Copolymers. Macromolecules.
. (2022). Sequence Modulates Polypeptoid Hydration Water Structure and Dynamics
Sequence Modulates Polypeptoid Hydration Water Structure and Dynamics. Biomacromolecules.
. (2022). A sharp numerical method for the simulation of Stefan problems with convective effects
A sharp numerical method for the simulation of Stefan problems with convective effects. Journal Of Computational Physics, 471, 111627.
. (2022). Shock Breakout in Three-dimensional Red Supergiant Envelopes
Shock Breakout in Three-dimensional Red Supergiant Envelopes. The Astrophysical Journal, 933, 164.
. (2022). Shock-induced amorphization in medium entropy alloy CoCrNi
Shock-induced amorphization in medium entropy alloy CoCrNi. Scripta Materialia, 209, 114379.
. (2022). Simulation-guided analysis of resonant soft X-ray scattering for determining the microstructure of triblock copolymers
Simulation-guided analysis of resonant soft X-ray scattering for determining the microstructure of triblock copolymers. Molecular Systems Design \& Engineering, 7, 1449\textendash1458.
. (2022). Simulations of Bose Dynamics at Finite Temperature by Complex Langevin Sampling Coherent States on a Keldysh Contour
Simulations of Bose Dynamics at Finite Temperature by Complex Langevin Sampling Coherent States on a Keldysh Contour. Bulletin Of The American Physical Society.
. (2022). Simultaneous High-Strength and Deformable Nanolaminates With Thick Biphase Interfaces
Simultaneous High-Strength and Deformable Nanolaminates With Thick Biphase Interfaces. Nano Letters, 22, 1897\textendash1904.
. (2022).