Integration of Neural Networks and First-Principles Model for Optimizing l-Lactide Branched Polymerization.
Sign Up to like & getrecommendations! Published in 2024 at "Journal of chemical theory and computation"
DOI: 10.1021/acs.jctc.4c01347
Abstract: Addressing the growing demand for sustainable materials, this research paves the way for the efficient consumption and sustainable production of branched polylactide (PLA). A novel hybrid modeling approach combines first-principles (FP) model with artificial neural… read more here.
Keywords: integration neural; networks first; polymerization; first principles ... See more keywords
Efficient Integration of Neural Representations for Dynamic Humans
Sign Up to like & getrecommendations! Published in 2024 at "IEEE Transactions on Visualization and Computer Graphics"
DOI: 10.1109/tvcg.2024.3454467
Abstract: While numerous studies have explored NeRF-based novel view synthesis for dynamic humans, they often require training that exceeds several hours, limiting their practicality. Efforts to improve training efficiency have also encountered challenges because it is… read more here.
Keywords: efficient integration; representations dynamic; integration neural; neural representations ... See more keywords
Geometric Integration for Neural Control Variates
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DOI: 10.1111/cgf.70275
Abstract: Control variates are a variance‐reduction technique for Monte Carlo integration. The principle involves approximating the integrand by a function that can be analytically integrated, and integrating using the Monte Carlo method only the residual difference… read more here.
Keywords: integration; control variates; control; integration neural ... See more keywords
Soft integration of a neural cells network and bionic interfaces
Sign Up to like & getrecommendations! Published in 2022 at "Frontiers in Bioengineering and Biotechnology"
DOI: 10.3389/fbioe.2022.950235
Abstract: Both glial cells and neurons can be considered basic computational units in neural networks, and the brain–computer interface (BCI) can play a role in awakening the latency portion and being sensitive to positive feedback through… read more here.
Keywords: soft integration; bionic interfaces; integration neural; network bionic ... See more keywords