Jitesh H. Panchal, Ph.D. - Related publications

2005 Georgia Institute of Technology, Atlanta, GA 
Mechanical Engineering
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50 most relevant papers in past 60 days:
Year Citation  Score
2020 Marino S, Zhao Y, Zhou N, Zhou Y, Toga AW, Zhao L, Jian Y, Yang Y, Chen Y, Wu Q, Wild J, Cummings B, Dinov ID. Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets. Plos One. 15: e0228520. PMID 32857775 DOI: 10.1371/journal.pone.0228520   
2020 Atkins BD, Jewell CP, Runge MC, Ferrari MJ, Shea K, Probert WJM, Tildesley MJ. Anticipating future learning affects current control decisions: A comparison between passive and active adaptive management in an epidemiological setting. Journal of Theoretical Biology. 110380. PMID 32698028 DOI: 10.1016/j.jtbi.2020.110380   
2020 Ma L, Liu X, Kong X, Lee KY. Iterative Learning Model Predictive Control Based on Iterative Data-Driven Modeling. Ieee Transactions On Neural Networks and Learning Systems. PMID 32857701 DOI: 10.1109/TNNLS.2020.3016295   
2020 Samea F, Azam F, Rashid M, Anwar MW, Haider Butt W, Muzaffar AW. A model-driven framework for data-driven applications in serverless cloud computing. Plos One. 15: e0237317. PMID 32857770 DOI: 10.1371/journal.pone.0237317   
2020 Hanspal N, Chai N, Allen B, Brown D. Applying multiple approaches to deepen understanding of mixing and mass transfer in large-scale aerobic fermentations. Journal of Industrial Microbiology & Biotechnology. PMID 32894378 DOI: 10.1007/s10295-020-02307-2   
2020 Yanco SW, McDevitt A, Trueman CN, Hartley L, Wunder MB. A modern method of multiple working hypotheses to improve inference in ecology. Royal Society Open Science. 7: 200231. PMID 32742690 DOI: 10.1098/rsos.200231   
2020 Fang G, Ying Z. Latent Theme Dictionary Model for Finding Co-occurrent Patterns in Process Data. Psychometrika. PMID 32929664 DOI: 10.1007/s11336-020-09725-2   
2020 Tokuyama K, Shimodaira Y, Terawaki T, Kusunose Y, Nakai H, Tsuji Y, Toya Y, Matsuda F, Shimizu H. Data science-based modeling of the lysine fermentation process. Journal of Bioscience and Bioengineering. PMID 32709563 DOI: 10.1016/j.jbiosc.2020.06.011   
2020 Palazón-Bru A, Martín-Pérez F, Mares-García E, Beneyto-Ripoll C, Gil-Guillén VF, Pérez-Sempere Á, Carbonell-Torregrosa MÁ. A general presentation on how to carry out a CHARMS analysis for prognostic multivariate models. Statistics in Medicine. PMID 32583899 DOI: 10.1002/sim.8660   
2020 Wang Y, Jiang Q. Recursive correlated representation learning for adaptive monitoring of slowly varying processes. Isa Transactions. PMID 32768133 DOI: 10.1016/j.isatra.2020.07.037   
2020 Wang Y, Jiang Q. Recursive correlated representation learning for adaptive monitoring of slowly varying processes. Isa Transactions. PMID 32768133 DOI: 10.1016/j.isatra.2020.07.037   
2020 Braham EJ, Davidson RD, Al-Hashimi M, Arróyave R, Banerjee S. Navigating the design space of inorganic materials synthesis using statistical methods and machine learning. Dalton Transactions (Cambridge, England : 2003). PMID 32743629 DOI: 10.1039/d0dt02028a   
2020 Li B, Wang B, Liu J, Qi Z, Shi Y. s-LWSR: Super Lightweight Super-Resolution Network. Ieee Transactions On Image Processing : a Publication of the Ieee Signal Processing Society. PMID 32790629 DOI: 10.1109/TIP.2020.3014953   
2020 Malik AI, Sarkar B. Disruption management in a constrained multi-product imperfect production system. Journal of Manufacturing Systems. 56: 227-240. PMID 32834357 DOI: 10.1016/j.jmsy.2020.05.015   
2020 Sutton C, Boley M, Ghiringhelli LM, Rupp M, Vreeken J, Scheffler M. Identifying domains of applicability of machine learning models for materials science. Nature Communications. 11: 4428. PMID 32887879 DOI: 10.1038/s41467-020-17112-9   
2020 Kiar G, de Oliveira Castro P, Rioux P, Petit E, Brown ST, Evans AC, Glatard T. Comparing perturbation models for evaluating stability of neuroimaging pipelines. The International Journal of High Performance Computing Applications. 34: 491-501. PMID 32831546 DOI: 10.1177/1094342020926237   
2020 Wei B, Xie N. On unified framework for discrete-time grey models: Extensions and applications. Isa Transactions. PMID 32682548 DOI: 10.1016/j.isatra.2020.07.017   
2020 La Cava W, Williams H, Fu W, Vitale S, Srivatsan D, Moore JH. Evaluating recommender systems for AI-driven biomedical informatics. Bioinformatics (Oxford, England). PMID 32766825 DOI: 10.1093/bioinformatics/btaa698   
2020 McClatchy S, Bass KM, Gatti DM, Moylan A, Churchill G. Nine quick tips for efficient bioinformatics curriculum development and training. Plos Computational Biology. 16: e1008007. PMID 32702019 DOI: 10.1371/journal.pcbi.1008007   
2020 Menberg K, Bidarmaghz A, Gregory A, Choudhary R, Girolami M. Multi-fidelity approach to Bayesian parameter estimation in subsurface heat and fluid transport models. The Science of the Total Environment. 745: 140846. PMID 32717598 DOI: 10.1016/j.scitotenv.2020.140846   
2020 Carey MA, Dräger A, Beber ME, Papin JA, Yurkovich JT. Community standards to facilitate development and address challenges in metabolic modeling. Molecular Systems Biology. 16: e9235. PMID 32845080 DOI: 10.15252/msb.20199235   
2020 Cinelli M, Spada M, Kim W, Zhang Y, Burgherr P. MCDA Index Tool: an interactive software to develop indices and rankings. Environment Systems & Decisions. 1-28. PMID 32837823 DOI: 10.1007/s10669-020-09784-x   
2020 Zhang Q, Hu X, Su Z, Song Z. 3D car-detection based on a Mobile Deep Sensor Fusion Model and real-scene applications. Plos One. 15: e0236947. PMID 32881926 DOI: 10.1371/journal.pone.0236947   
2020 Clifton W, Damon A, Nottmeier E, Pichelmann M. Establishing a Cost-Effective 3-Dimensional Printing Laboratory for Anatomical Modeling and Simulation: An Institutional Experience. Simulation in Healthcare : Journal of the Society For Simulation in Healthcare. PMID 32649586 DOI: 10.1097/SIH.0000000000000476   
2020 Shinn M, Lam NH, Murray JD. A flexible framework for simulating and fitting generalized drift-diffusion models. Elife. 9. PMID 32749218 DOI: 10.7554/eLife.56938   
2020 Wang B, Cai J, Liu C, Yang J, Ding X. Harnessing a Novel Machine-learning-assisted Evolutionary Algorithm to Co-optimize Three Characteristics of an Electrospun Oil Sorbent. Acs Applied Materials & Interfaces. PMID 32805104 DOI: 10.1021/acsami.0c11667   
2020 Allegra Mascaro AL, Falotico E, Petkoski S, Pasquini M, Vannucci L, Tort-Colet N, Conti E, Resta F, Spalletti C, Ramalingasetty ST, von Arnim A, Formento E, Angelidis E, Blixhavn CH, Leergaard TB, et al. Experimental and Computational Study on Motor Control and Recovery After Stroke: Toward a Constructive Loop Between Experimental and Virtual Embodied Neuroscience. Frontiers in Systems Neuroscience. 14: 31. PMID 32733210 DOI: 10.3389/fnsys.2020.00031   
2020 Behere K, Yoon S. Chromatography bioseparation technologies and in-silico modelings for continuous production of biotherapeutics. Journal of Chromatography. A. 1627: 461376. PMID 32823091 DOI: 10.1016/j.chroma.2020.461376   
2020 Grelet C, Dardenne P, Soyeurt H, Fernandez JA, Vanlierde A, Steevens F, Gengler N, Dehareng F. Large-scale phenotyping in dairy sector using milk MIR spectra: key factors affecting the quality of predictions. Methods (San Diego, Calif.). PMID 32763376 DOI: 10.1016/j.ymeth.2020.07.012   
2020 Cho C, Choi W, Kim T. Leveraging Uncertainties in Softmax Decision-Making Models for Low-Power IoT Devices. Sensors (Basel, Switzerland). 20. PMID 32824357 DOI: 10.3390/s20164603   
2020 Svendsen DH, Morales-Álvarez P, Ruescas AB, Molina R, Camps-Valls G. Deep Gaussian processes for biogeophysical parameter retrieval and model inversion. Isprs Journal of Photogrammetry and Remote Sensing : Official Publication of the International Society For Photogrammetry and Remote Sensing (Isprs). 166: 68-81. PMID 32747851 DOI: 10.1016/j.isprsjprs.2020.04.014   
2020 Nawaz A, Huang Z, Wang S, Akbar A, AlSalman H, Gumaei A. GPS Trajectory Completion Using End-to-End Bidirectional Convolutional Recurrent Encoder-Decoder Architecture with Attention Mechanism. Sensors (Basel, Switzerland). 20. PMID 32916967 DOI: 10.3390/s20185143   
2020 Moon K, Browne N. A method to develop a shared qualitative model of a complex system. Conservation Biology : the Journal of the Society For Conservation Biology. PMID 32888365 DOI: 10.1111/cobi.13632   
2020 Hayes SC, Hofmann SG, Stanton CE. Process-Based Functional Analysis Can Help Behavioral Science, Step Up to Novel Challenges: COVID - 19 as an Example. Journal of Contextual Behavioral Science. PMID 32864323 DOI: 10.1016/j.jcbs.2020.08.009   
2020 Sun C, Parellada B, Feng J, Puig V, Cembrano G. Factors influencing the stormwater quality model of sewer networks and a case study of Louis Fargue urban catchment in Bordeaux, France. Water Science and Technology : a Journal of the International Association On Water Pollution Research. 81: 2232-2243. PMID 32701500 DOI: 10.2166/wst.2020.280   
2020 Inatsu Y, Karasuyama M, Inoue K, Kandori H, Takeuchi I. Active Learning of Bayesian Linear Models with High-Dimensional Binary Features by Parameter Confidence-Region Estimation. Neural Computation. 1-34. PMID 32795233 DOI: 10.1162/neco_a_01310   
2020 Zhou M, Wu J. A GPU implementation of classical density functional theory for rapid prediction of gas adsorption in nanoporous materials. The Journal of Chemical Physics. 153: 074101. PMID 32828106 DOI: 10.1063/5.0020797   
2020 Singh P, Wrede F, Hellander A. Scalable machine learning-assisted model exploration and inference using Sciope. Bioinformatics (Oxford, England). PMID 32706854 DOI: 10.1093/bioinformatics/btaa673   
2020 Liu R, Liu H. Nested diagnostic classification models for multiple-choice items. The British Journal of Mathematical and Statistical Psychology. PMID 32700355 DOI: 10.1111/bmsp.12214   
2020 Sun Q, Ge Z. Gated Stacked Target-Related Autoencoder: A Novel Deep Feature Extraction and Layerwise Ensemble Method for Industrial Soft Sensor Application. Ieee Transactions On Cybernetics. PMID 32833658 DOI: 10.1109/TCYB.2020.3010331   
2020 Schmidt L, Olorisade BK, McGuinness LA, Thomas J, Higgins JPT. Data extraction methods for systematic review (semi)automation: A living review protocol. F1000research. 9: 210. PMID 32724560 DOI: 10.12688/f1000research.22781.2   
2020 Sengupta PP, Shrestha S, Berthon B, Messas E, Donal E, Tison GH, Min JK, D'hooge J, Voigt JU, Dudley J, Verjans JW, Shameer K, Johnson K, Lovstakken L, Tabassian M, et al. Proposed Requirements for Cardiovascular Imaging-Related Machine Learning Evaluation (PRIME): A Checklist: Reviewed by the American College of Cardiology Healthcare Innovation Council. Jacc. Cardiovascular Imaging. 13: 2017-2035. PMID 32912474 DOI: 10.1016/j.jcmg.2020.07.015   
2020 Talirz L, Kumbhar S, Passaro E, Yakutovich AV, Granata V, Gargiulo F, Borelli M, Uhrin M, Huber SP, Zoupanos S, Adorf CS, Andersen CW, Schütt O, Pignedoli CA, Passerone D, et al. Materials Cloud, a platform for open computational science. Scientific Data. 7: 299. PMID 32901046 DOI: 10.1038/s41597-020-00637-5   
2020 Soneson C, Marini F, Geier F, Love MI, Stadler MB. ExploreModelMatrix: Interactive exploration for improved understanding of design matrices and linear models in R. F1000research. 9: 512. PMID 32704355 DOI: 10.12688/f1000research.24187.1   
2020 Gu X, Hoijtink H, Mulder J. Bayesian One-Sided Variable Selection. Multivariate Behavioral Research. 1-15. PMID 32869690 DOI: 10.1080/00273171.2020.1813067   
2020 Hinterreiter A, Ruch P, Stitz H, Ennemoser M, Bernard J, Strobelt H, Streit M. ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion. Ieee Transactions On Visualization and Computer Graphics. PMID 32746284 DOI: 10.1109/TVCG.2020.3012063   
2020 Kang PL, Shang C, Liu ZP. Large-Scale Atomic Simulation via Machine Learning Potentials Constructed by Global Potential Energy Surface Exploration. Accounts of Chemical Research. PMID 32940999 DOI: 10.1021/acs.accounts.0c00472   
2020 Zbukvic IC, Mok K, McGillivray L, Chen NA, Shand FL, Torok MH. Short report: Understanding the process of multilevel suicide prevention research trials. Evaluation and Program Planning. 82: 101850. PMID 32721594 DOI: 10.1016/j.evalprogplan.2020.101850   
2020 Kostal J, Plugge H, Raderman W. Quantifying Uncertainty in Ecotoxicological Risk Assessment: MUST, a Modular Uncertainty Scoring Tool. Environmental Science & Technology. PMID 32845620 DOI: 10.1021/acs.est.0c02224   
2020 Zhou K, Ng W, Cortés-Peña Y, Wang X. Increasing metabolic pathway flux by using machine learning models. Current Opinion in Biotechnology. 66: 179-185. PMID 32896771 DOI: 10.1016/j.copbio.2020.08.004