AP
Abani Patra
cs.LGstat.MLphysics.geo-phbioengineeringphysics.comp-phphysics.flu-dyncs.NAcs.PFDeep LearningDental Implants
On Valency
published · living versionsW_kb68qpzw·v1 · currentpublished
Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3)
with Daniel S. Katz, Sou-Cheng T. Choi, Kyle E. Niemeyer, James Hetherington +16
1 version
Preprints & journals
36 papers in the corpus · 1998–2026Ethics and Data in Precision Nutrition: A Roadmap for Responsible Innovation.42013964 · Martinho, Andreia, Ordovas, Jose M, Daniel, Hannelore et al.2026 · 2 citationsThe Journal of nutrition. 2026;156(6):101547
Fourier Neural Operators for Structural Dynamics Models: Challenges, Limitations and Advantages of Using a Spectrogram Loss2511.08753v1 · Rad Haghi, Bipin Gaikwad, Abani Patra2025 · 1 citationarXiv
On Multi-entity, Multivariate Quickest Change Point Detection2509.18310v1 · Bahar Kor, Bipin Gaikwad, Abani Patra et al.2025 · 0 citationsarXiv
2024 NSF CSSI-Cybertraining-SCIPE PI Meeting August 12 to 13, 2024, Charlotte, NC2507.04171v1 · Abani Patra, Mary Thomas, Elias Bou-Harb et al.2025 · 0 citationsarXiv
A Novel Deep Learning Approach for Emulating Computationally Expensive Postfire Debris Flows2504.07736v1 · Palak Patel, Luke McGuire, Abani Patra2025 · 1 citationarXiv
Synergistic label-free fluorescence imaging and miRNA studies reveal dynamic human neuron-glial metabolic interactions following injury.39661671 · Zhang, Yang, Savvidou, Maria, Liaudanskaya, Volha et al.2024 · 8 citationsScience advances. 2024;10(50):eadp1980
UQ of 2D Slab Burner DNS: Surrogates, Uncertainty Propagation, and Parameter Calibration2411.16693v2 · Georgios Georgalis, Alejandro Becerra, Kenneth Budzinski et al.2024 · 0 citationsarXiv
Rapid, high-resolution, non-destructive assessments of metabolic and morphological homogeneity uniquely identify high-grade cervical precancerous lesions.38798665 · Polleys, Christopher M, Singh, Pramesh, Thieu, Hong-Thao et al.2024 · 2 citationsbioRxiv : the preprint server for biology. 2024
Tensor Completion with BMD Factor Nuclear Norm Minimization2402.13068v1 · Fan Tian, Mirjeta Pasha, Misha E. Kilmer et al.2024 · 0 citationsarXiv
Restoration of metabolic functional metrics from label-free, two-photon human tissue images using multiscale deep-learning-based denoising algorithms.38144697 · Vora, Nilay, Polleys, Christopher M, Sakellariou, Filippos et al.2023 · 4 citationsJournal of biomedical optics. 2023;28(12):126006
Deep Learning-Enabled, Detection of Rare Circulating Tumor Cell Clusters in Whole Blood Using Label-free, Flow Cytometry.37577660 · Vora, Nilay, Shekar, Prashant, Esmail, Michael et al.2026 · 19 citationsbioRxiv : the preprint server for biology. 2023
Tensor BM-Decomposition for Compression and Analysis of Video Data2306.09201v3 · Fan Tian, Misha E. Kilmer, Eric Miller et al.2023 · 1 citationarXiv
Restoration of metabolic functional metrics from label-free, two-photon cervical tissue images using multiscale deep-learning-based denoising algorithms.37333366 · Vora, Nilay, Polleys, Christopher M, Sakellariou, Filippos et al.2024 · 0 citationsbioRxiv : the preprint server for biology. 2023
Large Deviations for Accelerating Neural Networks Training2303.00954v1 · Sreelekha Guggilam, Varun Chandola, Abani Patra2023 · 0 citationsarXiv
An Ensemble-Based Deep Framework for Estimating Thermo-Chemical State Variables from Flamelet Generated Manifolds2211.14098v1 · Amol Salunkhe, Georgios Georgalis, Abani Patra et al.2022 · 1 citationarXiv
Data analysis of the unsteadily accelerating GPS and seismic records at Campi Flegrei caldera from 2000 to 2020.36357471 · Bevilacqua, Andrea, De Martino, Prospero, Giudicepietro, Flora et al.2022 · 30 citationsScientific reports. 2022;12(1):19175
Combined Data and Deep Learning Model Uncertainties: An Application to the Measurement of Solid Fuel Regression Rate2210.14287v2 · Georgios Georgalis, Kolos Retfalvi, Paul E. DesJardin et al.2022 · 3 citationsarXiv
Label-free flow cytometry of rare circulating tumor cell clusters in whole blood.35750889 · Vora, Nilay, Shekhar, Prashant, Esmail, Michael et al.2022 · 10 citationsScientific reports. 2022;12(1):10721
Anomaly Detection for High-Dimensional Data Using Large Deviations Principle2109.13698v1 · Sreelekha Guggilam, Varun Chandola, Abani Patra2021 · 1 citationarXiv
Measurement of Hybrid Rocket Solid Fuel Regression Rate for a Slab Burner using Deep Learning2108.11276v1 · Gabriel Surina III, Georgios Georgalis, Siddhant S. Aphale et al.2021 · 17 citationsarXiv
A Forward Backward Greedy approach for Sparse Multiscale Learning2102.07068v2 · Prashant Shekhar, Abani Patra2021 · 5 citationsarXiv
ALPS: A Unified Framework for Modeling Time Series of Land Ice Changes2007.05010v1 · Prashant Shekhar, Beata Csatho, Tony Schenk et al.2020 · 17 citationsarXiv
First application of the failure forecast method to the GPS horizontal displacement data collected in the Campi Flegrei caldera (Italy) in 2011-20202007.02756v1 · Andrea Bevilacqua, Abani Patra, E. Bruce Pitman et al.2020 · 0 citationsarXiv
Hierarchical regularization networks for sparsification based learning on noisy datasets2006.05444v1 · Prashant Shekhar, Abani Patra2020 · 1 citationarXiv
Modernizing Titan2D, a Parallel AMR Geophysical Flow Code to Support Multiple Rheologies and Extendability1910.01017v1 · Nikolay A. Simakov, Renette L. Jones-Ivey, Ali Akhavan-Safaei et al.2019 · 9 citationsarXiv
Hierarchical Data Reduction and Learning1906.11426v2 · Prashant Shekhar, Abani Patra2019 · 0 citationsarXiv
Bayesian Anomaly Detection Using Extreme Value Theory1905.12150v2 · Sreelekha Guggilam, S. M. Arshad Zaidi, Varun Chandola et al.2019 · 3 citationsarXiv
Comparative analysis of the structures and outcomes of geophysical flow models and modeling assumptions using uncertainty quantification1805.12104v3 · Abani K. Patra, Andrea Bevilacqua, Ali Akhavan-Safaei et al.2018 · 34 citationsarXiv
Probabilistic enhancement of the Failure Forecast Method using a stochastic differential equation and application to volcanic eruption forecasts1805.11654v4 · Andrea Bevilacqua, E. Bruce Pitman, Abani Patra et al.2018 · 18 citationsarXiv
Tracking System Behaviour from Resource Usage Data1705.10756v1 · Niyazi Sorkunlu, Varun Chandola, Abani Patra2017 · 7 citationsarXiv
Refinement on non-hydrostatic shallow granular flow model in a global Cartesian coordinate system1602.03299v2 · L. Yuan, W. Liu, J. Zhai et al.2016 · 13 citationsComputational Geosciences 22 (2018): 87-106
Report on the Third Workshop on Sustainable Software for Science: Practice and Experiences (WSSSPE3)1602.02296v1 · Daniel S. Katz, Sou-Cheng T. Choi, Kyle E. Niemeyer et al.2016 · 29 citationsarXivon Valency
Proximal femoral physis shear in slipped capital femoral epiphysis--a finite element study.16670537 · Fishkin, Zair, Armstrong, Douglas G, Shah, Hardik et al.2006 · 68 citationsJournal of pediatric orthopedics. 2006;26(3):291-4
An assessment of stress analyses in the theory of abfraction.15299243 · Litonjua, Luis A, Andreana, Sebastiano, Patra, Abani K et al.2005 · 39 citationsBio-medical materials and engineering. 2004;14(3):311-21
Role of the finite element model in dental implants.11831334 · DeTolla, D H, Andreana, S, Patra, A et al.2002 · 127 citationsThe Journal of oral implantology. 2000;26(2):77-81
Guidelines for analysis and redesign of dental implants.10196813 · Patra, A K, DePaolo, J M, D'Souza, K S et al.1999 · 57 citationsImplant dentistry. 1998;7(4):355-68
Career total: 247 works. 36 are in this corpus.
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