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Multi-label feature selection via latent representation learning and dynamic graph constraints JOURNAL ARTICLE published July 2024 in Pattern Recognition Research funded by Anhui Provincial Natural Science Foundation (2308085QF228) | National Natural Science Foundation of China (62306004,62273001,61772032) |
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Leveraging decision diagrams to solve two-stage stochastic programs with binary recourse and logical linking constraints JOURNAL ARTICLE published May 2024 in European Journal of Operational Research |
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Active learning-based optimization of structures under stochastic excitations with first-passage probability constraints JOURNAL ARTICLE published May 2024 in Engineering Structures Research funded by National Research Foundation of Korea (NRF-2021R1A2C2003553) |
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Stochastic control with state constraints via the Fokker–Planck equation. Application to renewable energy plants with batteries JOURNAL ARTICLE published 26 April 2024 in Comptes Rendus. Mécanique |
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Towards efficient and accurate cost functions for EUVL stochastic-aware OPC correction and verification: via failure probability versus image and process variation band metrics PROCEEDINGS ARTICLE published 10 April 2024 in Optical and EUV Nanolithography XXXVII |
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Large deviations for Markov processes with switching and homogenisation via Hamilton–Jacobi–Bellman equations JOURNAL ARTICLE published April 2024 in Stochastic Processes and their Applications Research funded by Nederlandse Organisatie voor Wetenschappelijk Onderzoek (613.009.148) |
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Randomized empirical processes and confidence bands via virtual resampling JOURNAL ARTICLE published April 2024 in Stochastic Processes and their Applications |
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Cooperative Control for Stochastic Multiagent Systems With Deferred Dynamic Constraints via a Novel Universal Barrier Function Approach JOURNAL ARTICLE published March 2024 in IEEE Transactions on Cybernetics Research funded by National Key Research and Development Program of China (2018YFA0702200) | National Natural Science Foundation of China (61627809) | Liaoning Revitalization Talents Program (XLYC1801005) | Nature Science Foundation of Liaoning Province of China (2022JH25/10100008) |
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Lyapunov function for interacting reinforced stochastic processes via Hopfield’s energy function JOURNAL ARTICLE published February 2024 in Statistics & Probability Letters |
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高次モーメントを用いた機会制約の近似による非線形確率モデル予測制御 JOURNAL ARTICLE published 2024 in Transactions of the Society of Instrument and Control Engineers |
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A decoupled approach for determination of the joint probability density function of a high-dimensional nonlinear stochastic dynamical system via the probability density evolution method JOURNAL ARTICLE published January 2024 in Computer Methods in Applied Mechanics and Engineering Research funded by Natural Science Foundation of Jiangsu Province (BK20220984) | National Key Research and Development Program of China (2022YFC3803004) | China Postdoctoral Science Foundation (2022558,2023M732669) |
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Stochastic Modeling in Immunology Based On a Stage-Dependent Framework with Non-Markov Constraints for Individual Cell and Pathogen Dynamics JOURNAL ARTICLE published 13 December 2023 in Mathematical Biology and Bioinformatics |
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Improving hybrid rice breeding programs via stochastic simulations: number of parents, number of hybrids, tester update, and genomic prediction of hybrid performance JOURNAL ARTICLE published January 2024 in Theoretical and Applied Genetics Research funded by Bill and Melinda Gates Foundation (OPP1194889) |
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Vertiport Selection in Hybrid Air–Ground Transportation Networks via Mathematical Programs With Equilibrium Constraints JOURNAL ARTICLE published December 2023 in IEEE Transactions on Control of Network Systems Research funded by NASA (80NSSC21M0071) | NSF (ECCS-2149470) |
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Optimal stochastic-probability management of resources and energy storage in energy hub considering demand response programs and uncertainties JOURNAL ARTICLE published December 2023 in Sustainable Cities and Society |
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Uniform Convergence of Sequences and Series of Real Functions BOOK CHAPTER published November 2023 in Introduction to the Basics of Real Analysis |
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High Probability Guarantees for Submodular Maximization via Boosted Stochastic Greedy PROCEEDINGS ARTICLE published 29 October 2023 in 2023 57th Asilomar Conference on Signals, Systems, and Computers |
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Direct Probability Integral Method for Seismic Performance Assessment of Earth Dam Subjected to Stochastic Mainshock–Aftershock Sequences JOURNAL ARTICLE published 5 October 2023 in Water Research funded by China National Natural Science Foundation (52009017) | Fundamental Research Funds for the Central Universities (DUT21TD106) | National Key R&D Program of China (2021YFB2601102) | China National Natural Science Foundation (51979026) | China National Natural Science Foundation (51890915) | Fundamental Research Funds for the Central Universities (DUT21RC(3)107) | Liaoning Province Science Foundation (2020-BS-06) | Hebei Key Laboratory of Earthquake Disaster Prevention and Risk Assessment (FZ213201) |
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Seismic failure probability analysis of slopes via stochastic material point method JOURNAL ARTICLE published September 2023 in Soil Dynamics and Earthquake Engineering |
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Solving invex multitime control problems with first‐order PDE constraints via the absolute value exact penalty method JOURNAL ARTICLE published November 2023 in Optimal Control Applications and Methods |