دنبال کردن
Turab Lookman
عنوان
نقل شده توسط
نقل شده توسط
سال
Accelerated search for materials with targeted properties by adaptive design‏
D Xue, PV Balachandran, J Hogden, J Theiler, D Xue, T Lookman‏
Nature communications 7 (1), 1-9, 2016‏
8032016
Strain-induced metal–insulator phase coexistence in perovskite manganites‏
KH Ahn, T Lookman, AR Bishop‏
Nature 428 (6981), 401-404, 2004‏
7252004
Machine learning assisted design of high entropy alloys with desired property‏
C Wen, Y Zhang, C Wang, D Xue, Y Bai, S Antonov, L Dai, T Lookman, ...‏
Acta Materialia 170, 109-117, 2019‏
6962019
Machine learning bandgaps of double perovskites‏
G Pilania, A Mannodi-Kanakkithodi, BP Uberuaga, R Ramprasad, ...‏
Scientific reports 6 (1), 19375, 2016‏
4932016
Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design‏
T Lookman, PV Balachandran, D Xue, R Yuan‏
npj Computational Materials 5 (1), 21, 2019‏
4682019
Machine learning strategy for accelerated design of polymer dielectrics‏
A Mannodi-Kanakkithodi, G Pilania, TD Huan, T Lookman, R Ramprasad‏
Scientific reports 6 (1), 20952, 2016‏
3732016
Accelerated Discovery of Large Electrostrains in BaTiO3‐Based Piezoelectrics Using Active Learning‏
R Yuan, Z Liu, PV Balachandran, D Xue, Y Zhou, X Ding, J Sun, D Xue, ...‏
Advanced materials 30 (7), 1702884, 2018‏
3642018
Efficient computation of the structural phase behavior of block copolymers‏
G Tzeremes, KØ Rasmussen, T Lookman, A Saxena‏
Physical Review E 65 (4), 041806, 2002‏
3482002
Multi-fidelity machine learning models for accurate bandgap predictions of solids‏
G Pilania, JE Gubernatis, T Lookman‏
Computational Materials Science 129, 156-163, 2017‏
3292017
Chaotic time series analyses of epileptic seizures‏
GW Frank, T Lookman, MAH Nerenberg, C Essex, J Lemieux, W Blume‏
Physica D: Nonlinear Phenomena 46 (3), 427-438, 1990‏
2711990
Experimental search for high-temperature ferroelectric perovskites guided by two-step machine learning‏
PV Balachandran, B Kowalski, A Sehirlioglu, T Lookman‏
Nature communications 9 (1), 1668, 2018‏
2682018
Adaptive strategies for materials design using uncertainties‏
PV Balachandran, D Xue, J Theiler, J Hogden, T Lookman‏
Scientific reports 6 (1), 19660, 2016‏
2502016
Surface phase transitions in polymer systems‏
K De'Bell, T Lookman‏
Reviews of modern physics 65 (1), 87, 1993‏
2401993
An informatics approach to transformation temperatures of NiTi-based shape memory alloys‏
D Xue, D Xue, R Yuan, Y Zhou, PV Balachandran, X Ding, J Sun, ...‏
Acta Materialia 125, 532-541, 2017‏
2342017
Stabilization and strengthening effects of functional groups in two-dimensional titanium carbide‏
ZH Fu, QF Zhang, D Legut, C Si, TC Germann, T Lookman, SY Du, ...‏
Physical Review B 94 (10), 104103, 2016‏
2192016
Predictions of new perovskite compounds by combining machine learning and density functional theory‏
PV Balachandran, AA Emery, JE Gubernatis, T Lookman, C Wolverton, ...‏
Physical Review Materials 2 (4), 043802, 2018‏
2082018
Machine learning in materials design and discovery: Examples from the present and suggestions for the future‏
JE Gubernatis, T Lookman‏
Physical Review Materials 2 (12), 120301, 2018‏
2042018
Ferroelastic dynamics and strain compatibility‏
T Lookman, SR Shenoy, KØ Rasmussen, A Saxena, AR Bishop‏
Physical Review B 67 (2), 024114, 2003‏
1992003
Onset of irreversibility and chaos in amorphous solids under periodic shear‏
I Regev, T Lookman, C Reichhardt‏
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 88 (6 …, 2013‏
1982013
Finding new perovskite halides via machine learning‏
G Pilania, PV Balachandran, C Kim, T Lookman‏
Frontiers in Materials 3, 19, 2016‏
1942016
سیستم در حال حاضر قادر به انجام عملکرد نیست. بعداً دوباره امتحان کنید.
مقاله‌ها 1–20