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Dictionary‐based weak‐form training for noise‐robust series hybrid models with multiplicative unknowns

AIChE Journal, EarlyView.
ABSTRACT Hybrid modeling combines first‐principles equations with a data‐driven subcomponent. Training for the data‐driven part is sensitive to measurement noise when training targets are constructed using pointwise time derivatives. Beyond differentiation errors, hybrid models involve solving an inverse problem to estimate the data‐driven term, which ...
Hangjun Cho, Akshay Kudva, Parth Shah, Dongheon Lee, Joseph Sang‐Il Kwon   +4 more
wiley   +1 more source

Risk assessment of mountain tunnel collapse under complex geological conditions. [PDF]

Sci Rep
Lu S, Lu Z, Xu S, Wang R.
europepmc   +1 more source

Solid particles focusing, orienting, and de‐focusing in planar Poiseuille flow

AIChE Journal, EarlyView.
Abstract Three‐dimensional, time‐dependent lattice‐Boltzmann simulations of neutrally buoyant particles in planar Poiseuille flow have been performed. The particles are spherical or cylindrical (the latter with a length over diameter ratios in the range 1/3 to 2) and have volume fraction ranging from virtually zero (one particle) to 0.15. The channel's
J. J. Derksen
wiley   +1 more source

Proximity structures on hesitant fuzzy sets and Its application. [PDF]

Sci Rep
Pankaj, Singh R, Rao RVNS.
europepmc   +1 more source

Functional stability assessment and adaptation for critical infrastructure facilities. [PDF]

Front Artif Intell
Perederyi V, Borchik E, Zosimov V, Bulgakova O.   +3 more
europepmc   +1 more source

A tendency coefficient-driven Pythagorean fuzzy distance approach for selection problems in higher education and medical waste management. [PDF]

Sci Rep
Ejegwa PA, Anum MT, Kausar N, Nurgaliyeva A, Salman MA.   +4 more
europepmc   +1 more source

Enhanced trajectory tracking and robustness in magnetic levitation via takagi-sugeno fuzzy control: experimental approach. [PDF]

Sci Rep
T Y, Jonnalagadda VK, Korupu VL, Elumalai VK.   +3 more
europepmc   +1 more source

Explainable gradient convolutional vector fuzzy pattern analysis based on ensemble model for facial expression recognition. [PDF]

Front Big Data
Videla LS, Mukamalla BR.
europepmc   +1 more source

Spherical fuzzy hypergraph in decision making. [PDF]

Sci Rep
Pramanik T, Mahapatra R, Allahviranloo T, Mrsic L, Kalampakas A, Samanta S.   +5 more
europepmc   +1 more source

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The Theory of Membership Degree of T-Conclusion in Propositional Fuzzy Logic Systems

2013 5th International Conference on Intelligent Human-Machine Systems and Cybernetics, 2013
Based on the analysis of the constructions of T-conclusion by means of deduction theorems, completeness theorems and the theory of truth degree of formulas, the present papers introduces the concept of membership degree of formulas A is a consequence of T (T-conclusion) in Lukasiewicz fuzzy propositional logic system, Godel fuzzy propositional logic ...
Jiancheng Zhang, Lianta Su
openaire   +1 more source