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Loeffler, Troy D.
59
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Online (59)
Mediatypes
Articles (Online) (34)
Bookchapter (Online) (1)
OpenAccess-fulltext (24)
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?
1
Active and Transfer Learning of High-Dimensional Neural Net..:
Varughese, Bilvin
;
Manna, Sukriti
;
Loeffler, Troy D.
...
ACS Applied Materials & Interfaces. , 2024
Link:
https://doi.org/10.1021/..
?
2
Correction: Accelerating copolymer inverse design using mon..:
Patra, Tarak K.
;
Loeffler, Troy D.
;
Sankaranarayanan, Subramanian K. R. S.
Nanoscale. 15 (2023) 39 - p. 16227-16227 , 2023
Link:
https://doi.org/10.1039/..
?
3
Multi-reward reinforcement learning based development of in..:
Koneru, Aditya
;
Chan, Henry
;
Manna, Sukriti
...
npj Computational Materials. 9 (2023) 1 - p. , 2023
Link:
https://doi.org/10.1038/..
?
4
Machine learning the metastable phase diagram of covalently..:
Srinivasan, Srilok
;
Batra, Rohit
;
Luo, Duan
...
Nature Communications. 13 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1038/..
?
5
Multi-reward Reinforcement Learning Based Bond-Order Potent..:
Koneru, Aditya
;
Batra, Rohit
;
Manna, Sukriti
...
The Journal of Physical Chemistry Letters. 13 (2022) 7 - p. 1886-1893 , 2022
Link:
https://doi.org/10.1021/..
?
6
Machine learning overcomes human bias in the discovery of s..:
Batra, Rohit
;
Loeffler, Troy D.
;
Chan, Henry
...
Nature Chemistry. 14 (2022) 12 - p. 1427-1435 , 2022
Link:
https://doi.org/10.1038/..
?
7
Learning in continuous action space for developing high dim..:
Manna, Sukriti
;
Loeffler, Troy D.
;
Batra, Rohit
...
Nature Communications. 13 (2022) 1 - p. , 2022
Link:
https://doi.org/10.1038/..
?
8
Reinforcement learning in discrete action space applied to ..:
Loeffler, Troy D
;
Banik, Suvo
;
Patra, Tarak K
..
Journal of Physics Communications. 5 (2021) 3 - p. 031001 , 2021
Link:
https://doi.org/10.1088/..
?
9
BLAST: bridging length/timescales via atomistic simulation ..:
Chan, Henry
;
Narayanan, Badri
;
Cherukara, Mathew
...
MRS Advances. 6 (2021) 2 - p. 21-31 , 2021
Link:
https://doi.org/10.1557/..
?
10
Retraction of "Promoting Noncovalent Intermolecular Interac..:
Kim, Yu Jin
;
Loeffler, Troy D.
;
Chen, Zhaowei
.
ACS Applied Materials & Interfaces. 13 (2021) 35 - p. 42309-42309 , 2021
Link:
https://doi.org/10.1021/..
?
11
Active Learning A Neural Network Model For Gold Clusters & ..:
Loeffler, Troy D.
;
Manna, Sukriti
;
Patra, Tarak K.
...
ChemCatChem. 12 (2020) 19 - p. 4796-4806 , 2020
Link:
https://doi.org/10.1002/..
?
12
Active Learning the Potential Energy Landscape for Water Cl..:
Loeffler, Troy D.
;
Patra, Tarak K.
;
Chan, Henry
..
The Journal of Physical Chemistry C. 124 (2020) 8 - p. 4907-4916 , 2020
Link:
https://doi.org/10.1021/..
?
13
Active learning a coarse-grained neural network model for b..:
Loeffler, Troy D.
;
Patra, Tarak K.
;
Chan, Henry
.
Molecular Systems Design & Engineering. 5 (2020) 5 - p. 902-910 , 2020
Link:
https://doi.org/10.1039/..
?
14
Active Learning A Neural Network Model for Gold Clusters & ..:
Loeffler, Troy D.
;
Manna, Sukriti
;
Patra, Tarak K.
...
ChemCatChem. 12 (2020) 19 - p. 4699-4699 , 2020
Link:
https://doi.org/10.1002/..
?
15
Accelerating copolymer inverse design using monte carlo tre..:
Patra, Tarak K.
;
Loeffler, Troy D.
;
Sankaranarayanan, Subramanian K. R. S.
Nanoscale. 12 (2020) 46 - p. 23653-23662 , 2020
Link:
https://doi.org/10.1039/..
1-15