Inverse Design with Dynamic Mode Decomposition
We introduce a computationally efficient method for the automation of inverse design in science and engineering. Based on simple least-square regression, the underlying dynamic mode decomposition algorithm can be used to construct a low-rank subspace spanning multiple experiments in parameter space. The proposed inverse design dynamic mode composition (
Zhu, Yunpeng +6 more
openaire +3 more sources
Identification of Low-Frequency Oscillation Modes Using PMU Based Data-Driven Dynamic Mode Decomposition Algorithm [PDF]
, 2021 Mohd Zuhaib, Mohd Rihan
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Transducer Materials Mediated Deep Brain Stimulation in Neurological Disorders
Advanced Functional Materials, EarlyView.This review discusses advanced transducer materials for improving deep brain stimulation (DBS) in neurological disorders. These materials respond to light, ultrasound, or magnetic fields, enabling precise, less invasive neuromodulation. Their stimulus‐responsive properties enhance neural control and adaptive therapy, paving the way for next‐generation ...
Di Zhao +5 more
wiley +1 more source
Kernel learning for robust dynamic mode decomposition: linear and nonlinear disambiguation optimization. [PDF]
Proc Math Phys Eng Sci, 2022 Baddoo PJ +3 more
europepmc +1 more source
Calculating Time Eigenvalues of the Neutron Transport Equation with Dynamic Mode Decomposition [PDF]
, 2019 Ryan G. McClarren
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Dynamic mode decomposition analysis of rotating detonation waves [PDF]
, 2020 Myles D. Bohon +4 more
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Z‐Scheme Water Splitting Systems Based on Solid‐State Electron Conductors
Advanced Functional Materials, EarlyView.This review examines the latest advances in Z‐scheme overall water splitting (OWS) systems for solar hydrogen production. These systems consist of suspended or immobilized hydrogen evolution photocatalysts (HEPs) and oxygen evolution photocatalysts (OEPs).
Chen Gu +3 more
wiley +1 more source
Dynamic mode decomposition of inertial particle caustics in Taylor-Green flow. [PDF]
Sci Rep, 2021 Samant O +3 more
europepmc +1 more source
Pattern Recognition in Epileptic EEG Signals via Dynamic Mode Decomposition [PDF]
, 2020 Jong-Hyeon Seo +7 more
openalex +1 more source
Bimetallic Nanoparticles as Cocatalysts for Photocatalytic Hydrogen Production
Advanced Functional Materials, EarlyView.Recent developments have introduced bimetallic nanoparticles as effective cocatalysts for photocatalytic systems. This review explores the rapidly expanding research on bimetallic cocatalysts for photocatalytic production of hydrogen, emphasizing the creation of carrier‐selective contacts, localized surface plasmon resonance effects, methodologies for ...
Yufen Chen +4 more
wiley +1 more source