Predicting lignin depolymerization yields from quantifiable properties using fractionated biorefinery lignins T Phongpreecha, NC Hool, RJ Stoklosa, AS Klett, CE Foster, A Bhalla, ... Green Chemistry 19 (21), 5131-5143, 2017 | 90 | 2017 |
Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictions A Culos, AS Tsai, N Stanley, M Becker, MS Ghaemi, DR McIlwain, ... Nature machine intelligence 2 (10), 619-628, 2020 | 69 | 2020 |
Computational design of metal oxides to enhance the wetting and adhesion of silver-based brazes on yttria-stabilized-zirconia T Phongpreecha, JD Nicholas, TR Bieler, Y Qi Acta Materialia 152, 229-238, 2018 | 57 | 2018 |
Data-driven modeling of pregnancy-related complications C Espinosa, M Becker, I Marić, RJ Wong, GM Shaw, B Gaudilliere, ... Trends in molecular medicine 27 (8), 762-776, 2021 | 47 | 2021 |
VoPo leverages cellular heterogeneity for predictive modeling of single-cell data N Stanley, IA Stelzer, AS Tsai, R Fallahzadeh, E Ganio, M Becker, ... Nature communications 11 (1), 3738, 2020 | 46 | 2020 |
Single-cell peripheral immunoprofiling of Alzheimer’s and Parkinson’s diseases T Phongpreecha, R Fernandez, D Mrdjen, A Culos, CR Gajera, ... Science advances 6 (48), eabd5575, 2020 | 42 | 2020 |
Multivariate prediction of dementia in Parkinson’s disease T Phongpreecha, B Cholerton, IF Mata, CP Zabetian, KL Poston, ... npj Parkinson's Disease 6 (1), 20, 2020 | 41 | 2020 |
Engineered lignin in poplar biomass facilitates Cu-catalyzed alkaline-oxidative pretreatment A Bhalla, N Bansal, S Pattathil, M Li, W Shen, CA Particka, SD Karlen, ... ACS sustainable chemistry & engineering 6 (3), 2932-2941, 2018 | 36 | 2018 |
Performance of three delignifying pretreatments on hardwoods: hydrolysis yields, comprehensive mass balances, and lignin properties A Bhalla, CM Cai, F Xu, SK Singh, N Bansal, T Phongpreecha, T Dutta, ... Biotechnology for biofuels 12, 1-15, 2019 | 33 | 2019 |
Deconstruction of hybrid poplar to monomeric sugars and aromatics using ethanol organosolv fractionation J Bär, T Phongpreecha, SK Singh, M Kral Yilmaz, CE Foster, JD Crowe, ... Biomass Conversion and Biorefinery 8, 813-824, 2018 | 25 | 2018 |
Systematic immunophenotyping reveals sex-specific responses after painful injury in mice VL Tawfik, NA Huck, QJ Baca, EA Ganio, ES Haight, A Culos, S Ghaemi, ... Frontiers in immunology 11, 1652, 2020 | 23 | 2020 |
Data-driven longitudinal characterization of neonatal health and morbidity D De Francesco, JD Reiss, J Roger, AS Tang, AL Chang, M Becker, ... Science translational medicine 15 (683), eadc9854, 2023 | 21 | 2023 |
Single-synapse analyses of Alzheimer’s disease implicate pathologic tau, DJ1, CD47, and ApoE T Phongpreecha, CR Gajera, CC Liu, K Vijayaragavan, AL Chang, ... Science Advances 7 (51), eabk0473, 2021 | 20 | 2021 |
Multiomic signals associated with maternal epidemiological factors contributing to preterm birth in low-and middle-income countries CA Espinosa, W Khan, R Khanam, S Das, J Khalid, J Pervin, MP Kasaro, ... Science advances 9 (21), eade7692, 2023 | 17 | 2023 |
Enhanced liquid metal wetting on oxide surfaces via patterned particles J Park, T Phongpreecha, JD Nicholas, Y Qi Acta Materialia 199, 551-560, 2020 | 17 | 2020 |
Benign Fractionation of Lignin with CO2-Expanded Solvents of Acetic Acid + Water AS Klett, AM Payne, T Phongpreecha, DB Hodge, MC Thies Industrial & Engineering Chemistry Research 56 (34), 9778-9782, 2017 | 16 | 2017 |
Large-scale correlation network construction for unraveling the coordination of complex biological systems M Becker, H Nassar, C Espinosa, IA Stelzer, D Feyaerts, E Berson, ... Nature computational science 3 (4), 346-359, 2023 | 15 | 2023 |
Adsorption of lignin β-O-4 dimers on metal surfaces in vacuum and solvated environments T Phongpreecha, J Liu, DB Hodge, Y Qi ACS sustainable chemistry & engineering 7 (2), 2667-2678, 2018 | 15 | 2018 |
Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity NG Ravindra, C Espinosa, E Berson, T Phongpreecha, P Zhao, M Becker, ... npj Digital Medicine 6 (1), 171, 2023 | 14 | 2023 |
Objective activity parameters track patient-specific physical recovery trajectories after surgery and link with individual preoperative immune states R Fallahzadeh, F Verdonk, E Ganio, A Culos, N Stanley, I Maric, ... Annals of surgery 277 (3), e503-e512, 2023 | 13 | 2023 |