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Dylan M. Anstine
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Generative models as an emerging paradigm in the chemical sciences
DM Anstine, O Isayev
Journal of the American Chemical Society 145 (16), 8736-8750, 2023
1702023
Machine learning interatomic potentials and long-range physics
DM Anstine, O Isayev
The Journal of Physical Chemistry A 127 (11), 2417-2431, 2023
1022023
AIMNet2: a neural network potential to meet your neutral, charged, organic, and elemental-organic needs
D Anstine, R Zubatyuk, O Isayev
472024
A molecular dynamics study of water-soluble polymers: analysis of force fields from atomistic simulations
SJ Rukmani, G Kupgan, DM Anstine, CM Colina
Molecular Simulation 45 (4-5), 310-321, 2019
392019
Two-dimensional energy histograms as features for machine learning to predict adsorption in diverse nanoporous materials
K Shi, Z Li, DM Anstine, D Tang, CM Colina, DS Sholl, JI Siepmann, ...
Journal of Chemical Theory and Computation 19 (14), 4568-4583, 2023
362023
Effects of exchange-correlation potentials on the density-functional description of versus photoionization
J Choi, EH Chang, DM Anstine, MEA Madjet, HS Chakraborty
Physical Review A 95 (2), 023404, 2017
352017
Incorporating Flexibility Effects into Metal–Organic Framework Adsorption Simulations Using Different Models
Z Yu, DM Anstine, SE Boulfelfel, C Gu, CM Colina, DS Sholl
ACS Applied Materials & Interfaces 13 (51), 61305-61315, 2021
322021
Adsorption space for microporous polymers with diverse adsorbate species
DM Anstine, D Tang, DS Sholl, CM Colina
npj Computational Materials 7 (1), 53, 2021
212021
PEGDA hydrogel structure from semi-dilute concentrations: insights from experiments and molecular simulations
J Mercado-Montijo, DM Anstine, SJ Rukmani, CM Colina, JS Andrew
Soft Matter 18 (18), 3565-3574, 2022
202022
Sorption‐induced polymer rearrangement: approaches from molecular modeling
DM Anstine, CM Colina
Polymer International 70 (7), 984-989, 2021
172021
Screening PIM-1 performance as a membrane for binary mixture separation of gaseous organic compounds
DM Anstine, AG Demidov, NF Mendez, WJ Morgan, CM Colina
Journal of Membrane Science 599, 117798, 2020
172020
Effects of an atomistic modeling approach on predicted mechanical properties of glassy polymers via molecular dynamics
DM Anstine, A Strachan, CM Colina
Modelling and Simulation in Materials Science and Engineering 28 (2), 025006, 2020
172020
Attosecond structures from the molecular cavity in fullerene photoemission time delay
M Magrakvelidze, DM Anstine, G Dixit, MEA Madjet, HS Chakraborty
Physical Review A 91 (5), 053407, 2015
142015
Temperature effects in flexible adsorption processes for amorphous microporous polymers
WJ Morgan, DM Anstine, CM Colina
The Journal of Physical Chemistry B 126 (33), 6354-6365, 2022
122022
The seventh blind test of crystal structure prediction: structure generation methods
LM Hunnisett, J Nyman, N Francia, NS Abraham, CS Adjiman, ...
Structural Science 80 (6), 2024
112024
An insight into structural and mechanical properties of ideal‐networked poly (ethylene glycol)–peptide hydrogels from molecular dynamics simulations
SJ Rukmani, DM Anstine, A Munasinghe, CM Colina
Macromolecular Chemistry and Physics 221 (3), 1900326, 2020
112020
Δ 2 machine learning for reaction property prediction
Q Zhao, DM Anstine, O Isayev, BM Savoie
Chemical Science 14 (46), 13392-13401, 2023
102023
Defect engineering of porous aromatic frameworks via end capping improves dioxane removal from water
A Yang, BC Bukowski, DM Anstine, CM Colina, RQ Snurr, WR Dichtel
Matter 6 (7), 2263-2273, 2023
92023
New Pd (ii) hemichelates devoid of incipient bridging CO⋯ Pd interactions
C Werlé, DM Anstine, L Karmazin, C Bailly, L Ricard, JP Djukic
Dalton Transactions 45 (2), 607-617, 2016
92016
The seventh blind test of crystal structure prediction: structure ranking methods
LM Hunnisett, N Francia, J Nyman, NS Abraham, S Aitipamula, T Alkhidir, ...
Structural Science 80 (6), 2024
82024
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Articles 1–20