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Anna M. Hiszpanski
Anna M. Hiszpanski
Dirección de correo verificada de llnl.gov
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Data-driven materials research enabled by natural language processing and information extraction
EA Olivetti, JM Cole, E Kim, O Kononova, G Ceder, TYJ Han, ...
Applied Physics Reviews 7 (4), 2020
2102020
Reliable and explainable machine-learning methods for accelerated material discovery
B Kailkhura, B Gallagher, S Kim, A Hiszpanski, TYJ Han
npj Computational Materials 5 (1), 108, 2019
1442019
Using self-organization to control morphology in molecular photovoltaics
SJ Kang, S Ahn, JB Kim, C Schenck, AM Hiszpanski, S Oh, T Schiros, ...
Journal of the American Chemical Society 135 (6), 2207-2212, 2013
1362013
Tuning polymorphism and orientation in organic semiconductor thin films via post-deposition processing
AM Hiszpanski, RM Baur, B Kim, NJ Tremblay, C Nuckolls, AR Woll, ...
Journal of the American Chemical Society 136 (44), 15749-15756, 2014
1162014
Explainable machine learning in materials science
X Zhong, B Gallagher, S Liu, B Kailkhura, A Hiszpanski, TYJ Han
npj computational materials 8 (1), 204, 2022
902022
Directing the film structure of organic semiconductors via post-deposition processing for transistor and solar cell applications
AM Hiszpanski, YL Loo
Energy & Environmental Science 7 (2), 592-608, 2014
872014
Nanomaterial synthesis insights from machine learning of scientific articles by extracting, structuring, and visualizing knowledge
AM Hiszpanski, B Gallagher, K Chellappan, P Li, S Liu, H Kim, J Han, ...
Journal of chemical information and modeling 60 (6), 2876-2887, 2020
652020
Halogenation of a nonplanar molecular semiconductor to tune energy levels and bandgaps for electron transport
AM Hiszpanski, JD Saathoff, L Shaw, H Wang, L Kraya, F Lüttich, ...
Chemistry of materials 27 (5), 1892-1900, 2015
582015
Post-deposition processing methods to induce preferential orientation in contorted hexabenzocoronene thin films
AM Hiszpanski, SS Lee, H Wang, AR Woll, C Nuckolls, YL Loo
ACS nano 7 (1), 294-300, 2013
532013
Unusual molecular conformations in fluorinated, contorted hexabenzocoronenes
YL Loo, AM Hiszpanski, B Kim, S Wei, CY Chiu, ML Steigerwald, ...
Organic letters 12 (21), 4840-4843, 2010
502010
Predicting compressive strength of consolidated molecular solids using computer vision and deep learning
B Gallagher, M Rever, D Loveland, TN Mundhenk, B Beauchamp, ...
Materials & Design 190, 108541, 2020
432020
Metal nanocluster light-emitting devices with suppressed parasitic emission and improved efficiency: exploring the impact of photophysical properties
TW Koh, AM Hiszpanski, M Sezen, A Naim, T Galfsky, A Trivedi, YL Loo, ...
Nanoscale 7 (20), 9140-9146, 2015
432015
The Diffraction Pattern Calculator (DPC) toolkit: a user-friendly approach to unit-cell lattice parameter identification of two-dimensional grazing-incidence wide-angle X-ray …
AK Hailey, AM Hiszpanski, DM Smilgies, YL Loo
Journal of Applied Crystallography 47 (6), 2090-2099, 2014
432014
Isoindigo-containing molecular semiconductors: effect of backbone extension on molecular organization and organic solar cell performance
Y Ren, AK Hailey, AM Hiszpanski, YL Loo
Chemistry of Materials 26 (22), 6570-6577, 2014
402014
Predicting energetics materials’ crystalline density from chemical structure by machine learning
P Nguyen, D Loveland, JT Kim, P Karande, AM Hiszpanski, TYJ Han
Journal of Chemical Information and Modeling 61 (5), 2147-2158, 2021
362021
Structure–property relationship study of substitution effects on isoindigo-based model compounds as electron donors in organic solar cells
Y Ren, AM Hiszpanski, L Whittaker-Brooks, YL Loo
ACS Applied Materials & Interfaces 6 (16), 14533-14542, 2014
292014
Colloidal quantum dot based infrared detectors: extending to the mid-infrared and moving from the lab to the field
T Nakotte, SG Munyan, JW Murphy, SA Hawks, SY Kang, J Han, ...
Journal of Materials Chemistry C 10 (3), 790-804, 2022
282022
Design Rules for Tailoring Antireflection Properties of Hierarchical Optical Structures
JJ Diaz Leon, AM Hiszpanski, TC Bond, JD Kuntz
Advanced Optical Materials 5 (13), 1700080, 2017
252017
Representing polymers as periodic graphs with learned descriptors for accurate polymer property predictions
ER Antoniuk, P Li, B Kailkhura, AM Hiszpanski
Journal of Chemical Information and Modeling 62 (22), 5435-5445, 2022
242022
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X Zhong, B Gallagher, S Liu, B Kailkhura, A Hiszpanski
J. Han,“Explainable machine learning in materials science,” npj …, 2022
202022
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Artículos 1–20