Baseflow identification via explainable AI with Kolmogorov-Arnold networks.

Dipankar Dwivedi

Chuyang Liu Tirthankar Roy Daniel M. Tartakovsky Dipankar Dwivedi Baseflow identification via explainable AI with Kolmogorov-Arnold networks. 2024 abs/2410.11587 CoRR https://doi.org/10.48550/arXiv.2410.11587 db/journals/corr/corr2410.html#abs-2410-11587 streams/journals/corr

Su Jiang Chuyang Liu Dipankar Dwivedi GeoFUSE: A High-Efficiency Surrogate Model for Seawater Intrusion Prediction and Uncertainty Reduction. 2024 abs/2410.20118 CoRR https://doi.org/10.48550/arXiv.2410.20118 db/journals/corr/corr2410.html#abs-2410-20118 streams/journals/corr

Chaopeng Shen Alison P. Appling Pierre Gentine Toshiyuki Bandai Hoshin V. Gupta Alexandre Tartakovsky Marco Baity-Jesi Fabrizio Fenicia Daniel Kifer Li Li Xiaofeng Liu Wei Ren Yi Zheng Ciaran J. Harman Martyn P. Clark Matthew W. Farthing Dapeng Feng Praveen Kumar Doaa Aboelyazeed Farshid Rahmani Hylke E. Beck Tadd Bindas Dipankar Dwivedi Kuai Fang Marvin Höge Chris Rackauckas Tirthankar Roy Chonggang Xu Kathryn Lawson Differentiable modeling to unify machine learning and physical models and advance Geosciences. 2023 abs/2301.04027 CoRR https://doi.org/10.48550/arXiv.2301.04027 db/journals/corr/corr2301.html#abs-2301-04027

Maegen B. Simmonds William J. Riley Deborah A. Agarwal Xingyuan Chen Shreyas Cholia Robert Crystal-Ornelas Ethan T. Coon Dipankar Dwivedi Valerie C. Hendrix Maoyi Huang Ahmad Jan Zarine Kakalia Jitendra Kumar Charles D. Koven Li Li Mario Melara Lavanya Ramakrishnan Daniel M. Ricciuto Anthony P. Walker Wei Zhi Qing Zhu 0011 Charuleka Varadharajan Guidelines for Publicly Archiving Terrestrial Model Data to Enhance Usability, Intercomparison, and Synthesis. 3 2022 21 Data Sci. J. 1 https://doi.org/10.5334/dsj-2022-003 db/journals/datascience/datascience21.html#SimmondsRACCCCD22

Luca Pion-Tonachini Kristofer E. Bouchard Héctor García Martín Sean Peisert W. Bradley Holtz Anil Aswani Dipankar Dwivedi Haruko M. Wainwright Ghanshyam Pilania Benjamin Nachman Babetta L. Marrone Nicola Falco Prabhat Daniel B. Arnold Alejandro Wolf-Yadlin Sarah Powers Sharlee Climer Quinn Jackson Ty Carlson Michael Sohn Petrus H. Zwart Neeraj Kumar Amy Justice Claire J. Tomlin Daniel A. Jacobson Gos Micklem Georgios V. Gkoutos Peter J. Bickel Jean-Baptiste Cazier Juliane Müller 0002 Bobbie-Jo Webb-Robertson Rick Stevens Mark Anderson Kenneth Kreutz-Delgado Michael W. Mahoney James B. Brown Learning from learning machines: a new generation of AI technology to meet the needs of science. 2021 abs/2111.13786 CoRR https://arxiv.org/abs/2111.13786 db/journals/corr/corr2111.html#abs-2111-13786

Anna Giannakou Dipankar Dwivedi Sean Peisert A machine learning approach for packet loss prediction in science flows. 190-197 2020 102 Future Gener. Comput. Syst. https://doi.org/10.1016/j.future.2019.07.053 db/journals/fgcs/fgcs102.html#GiannakouDP20

Charuleka Varadharajan Boris Faybishenko Amanda Henderson Matthew Henderson Valerie C. Hendrix Susan S. Hubbard Zarine Kakalia Alexander Newman Benjamin Potter Heidi Steltzer Roelof Versteeg Deborah A. Agarwal Kenneth H. Williams Chelsea Wilmer Yuxin Wu Wendy Brown Madison Burrus Rosemary W. H. Carroll Danielle S. Christianson Baptiste Dafflon Dipankar Dwivedi Brian J. Enquist Challenges in Building an End-to-End System for Acquisition, Management, and Integration of Diverse Data From Sensor Networks in Watersheds: Lessons From a Mountainous Community Observatory in East River, Colorado. 182796-182813 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2957793 https://www.wikidata.org/entity/Q111085113 db/journals/access/access7.html#VaradharajanFHH19

Melissa Stockman Dipankar Dwivedi Reinhard Gentz Sean Peisert Detecting control system misbehavior by fingerprinting programmable logic controller functionality. 2019 26 Int. J. Crit. Infrastructure Prot. https://doi.org/10.1016/j.ijcip.2019.100306 https://www.wikidata.org/entity/Q127553278 db/journals/ijcip/ijcip26.html#StockmanDGP19

Dipankar Dwivedi Binayak P. Mohanty Hot Spots and Persistence of Nitrate in Aquifers Across Scales. 2016 18 Entropy 1 https://doi.org/10.3390/e18010025 db/journals/entropy/entropy18.html#DwivediM16 25

Bhavna Arora Dipankar Dwivedi Susan S. Hubbard Carl I. Steefel Kenneth H. Williams Identifying geochemical hot moments and their controls on a contaminated river floodplain system using wavelet and entropy approaches. 27-41 2016 85 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2016.08.005 https://www.wikidata.org/entity/Q59789595 db/journals/envsoft/envsoft85.html#AroraDHSW16

Doaa Aboelyazeed Deborah A. Agarwal Mark Anderson Alison P. Appling Daniel B. Arnold Bhavna Arora Anil Aswani Marco Baity-Jesi Toshiyuki Bandai Hylke E. Beck Peter J. Bickel Tadd Bindas Kristofer E. Bouchard James B. Brown Wendy Brown Madison Burrus Ty Carlson Rosemary W. H. Carroll Jean-Baptiste Cazier Xingyuan Chen Shreyas Cholia Danielle ChristiansonDanielle S. Christianson Martyn P. Clark Sharlee Climer Ethan T. Coon Robert Crystal-Ornelas Baptiste Dafflon Brian J. Enquist Nicola Falco Kuai Fang Matthew W. Farthing Boris Faybishenko Dapeng Feng Fabrizio Fenicia Pierre Gentine Reinhard Gentz Anna Giannakou Georgios V. Gkoutos Hoshin V. Gupta Ciaran J. Harman Amanda Henderson Matthew Henderson Valerie C. Hendrix Marvin Höge W. Bradley Holtz Maoyi Huang Susan S. Hubbard Quinn Jackson Daniel A. Jacobson Ahmad Jan Su Jiang Amy Justice Zarine Kakalia Daniel Kifer Charles D. Koven Kenneth Kreutz-Delgado Jitendra Kumar Neeraj Kumar Praveen Kumar Kathryn Lawson Li Li Chuyang Liu Xiaofeng Liu Michael W. Mahoney Babetta L. Marrone Héctor García Martín Mario Melara Gos Micklem Binayak P. Mohanty Juliane Mueller 0002Juliane Müller 0002 Benjamin Nachman Alexander Newman Sean Peisert Ghanshyam Pilania Luca Pion-Tonachini Benjamin Potter Sarah Powers Prabhat Christopher RackauckasChris Rackauckas Farshid Rahmani Lavanya Ramakrishnan Wei Ren Daniel M. Ricciuto William J. Riley Tirthankar Roy Chaopeng Shen Maegen B. Simmonds Michael Sohn Carl I. Steefel Heidi Steltzer Rick L. StevensRick Stevens Melissa Stockman Alexandre Tartakovsky Daniel M. Tartakovsky Claire J. Tomlin Charuleka Varadharajan Roelof Versteeg Haruko M. Wainwright Anthony P. Walker Bobbie-Jo Webb-Robertson Kenneth H. Williams Chelsea Wilmer Alejandro Wolf-Yadlin Yuxin Wu Chonggang Xu Yi Zheng Wei Zhi Qing Zhu 0011 Petrus H. Zwart