دنبال کردن
Isaac Tamblyn
Isaac Tamblyn
Block & University of Ottawa & University of Waterloo
ایمیل تأیید شده در uottawa.ca - صفحهٔ اصلی
عنوان
نقل شده توسط
نقل شده توسط
سال
A massive core in Jupiter predicted from first-principles simulations‏
B Militzer, WB Hubbard, J Vorberger, I Tamblyn, SA Bonev‏
The Astrophysical Journal 688 (1), L45, 2008‏
2592008
Hydrogen-helium mixtures in the interiors of giant planets‏
J Vorberger, I Tamblyn, B Militzer, SA Bonev‏
Physical Review B 75 (2), 024206, 2007‏
2542007
Deep learning and the Schrödinger equation‏
K Mills, M Spanner, I Tamblyn‏
Physical Review A 96 (4), 042113, 2017‏
2092017
Roadmap on machine learning in electronic structure‏
HJ Kulik, T Hammerschmidt, J Schmidt, S Botti, MAL Marques, M Boley, ...‏
Electronic Structure 4 (2), 023004, 2022‏
1522022
Structure and phase boundaries of compressed liquid hydrogen‏
I Tamblyn, SA Bonev‏
Physical Review Letters 104 (6), 65702, 2010‏
1352010
Relating Energy Level Alignment and Amine-Linked Single Molecule Junction Conductance‏
M Dell’Angela, G Kladnik, A Cossaro, A Verdini, M Kamenetska, ...‏
Nano Letters, 2010‏
1272010
Deep learning and density-functional theory‏
K Ryczko, DA Strubbe, I Tamblyn‏
Physical Review A 100 (2), 022512, 2019‏
1212019
Molecular adsorption on metal surfaces with van der Waals density functionals‏
G Li, I Tamblyn, VR Cooper, HJ Gao, JB Neaton‏
Physical Review B—Condensed Matter and Materials Physics 85 (12), 121409, 2012‏
1112012
Tetrahedral clustering in molten lithium under pressure‏
I Tamblyn, JY Raty, SA Bonev‏
Physical review letters 101 (7), 075703, 2008‏
1072008
Electronic energy level alignment at metal-molecule interfaces with a approach‏
I Tamblyn, P Darancet, SY Quek, SA Bonev, JB Neaton‏
Physical Review B 84 (20), 201402, 2011‏
992011
Electronic level alignment at a metal-molecule interface from a short-range hybrid functional‏
A Biller, I Tamblyn, JB Neaton, L Kronik‏
The Journal of Chemical Physics 135, 164706, 2011‏
822011
Quantitative molecular orbital energies within a G0W0 approximation‏
S Sharifzadeh, I Tamblyn, P Doak, PT Darancet, JB Neaton‏
The European Physical Journal B 85, 1-5, 2012‏
702012
Convolutional neural networks for atomistic systems‏
K Ryczko, K Mills, I Luchak, C Homenick, I Tamblyn‏
Computational Materials Science 149, 134-142, 2018‏
652018
Prebiotic chemistry within a simple impacting icy mixture‏
N Goldman, I Tamblyn‏
The Journal of Physical Chemistry A 117 (24), 5124-5131, 2013‏
612013
Extensive deep neural networks for transferring small scale learning to large scale systems‏
K Mills, K Ryczko, I Luchak, A Domurad, C Beeler, I Tamblyn‏
Chemical Science 10 (15), 4129-4140, 2019‏
582019
Scientific intuition inspired by machine learning-generated hypotheses‏
P Friederich, M Krenn, I Tamblyn, A Aspuru-Guzik‏
Machine Learning: Science and Technology 2 (2), 025027, 2021‏
572021
Simultaneous determination of structures, vibrations, and frontier orbital energies from a self-consistent range-separated hybrid functional‏
I Tamblyn, S Refaely-Abramson, JB Neaton, L Kronik‏
The Journal of Physical Chemistry Letters 5 (15), 2734-2741, 2014‏
572014
Learning to grow: Control of material self-assembly using evolutionary reinforcement learning‏
S Whitelam, I Tamblyn‏
Physical Review E 101 (5), 052604, 2020‏
562020
Machine-Learning-Driven High-Entropy Alloy Catalyst Discovery to Circumvent the Scaling Relation for CO2 Reduction Reaction‏
ZW Chen, Z Gariepy, L Chen, X Yao, A Anand, SJ Liu, ...‏
ACS Catalysis 12 (24), 14864-14871, 2022‏
542022
Common physical framework explains phase behavior and dynamics of atomic, molecular, and polymeric network formers‏
S Whitelam, I Tamblyn, TK Haxton, MB Wieland, NR Champness, ...‏
Physical Review X 4 (1), 011044, 2014‏
502014
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20