Bayesian Optimization for Efficient Multiobjective Formulation Development of Biologics
Sign Up to like & getrecommendations! Published in 2025 at "Molecular Pharmaceutics"
DOI: 10.1021/acs.molpharmaceut.5c00591
Abstract: Biologics, including emerging engineered formats, can often exhibit poor developability profiles, complicating their translation into successful therapeutics. While formulation design can substantially mitigate some developability issues, it represents a highly complex optimization challenge due to… read more here.
Keywords: formulation; bayesian optimization; efficient multiobjective; optimization efficient ... See more keywords
Primal and dual algorithms for optimization over the efficient set
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DOI: 10.1080/02331934.2018.1484922
Abstract: ABSTRACT Optimization over the efficient set of a multi-objective optimization problem is a mathematical model for the problem of selecting a most preferred solution that arises in multiple criteria decision-making to account for trade-offs between… read more here.
Keywords: efficient set; algorithms; multi objective; optimization efficient ... See more keywords
Spike-RISC: Algorithm/ISA Co-Optimization for Efficient SNNs on RISC-V
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Access"
DOI: 10.1109/access.2025.3577946
Abstract: Artificial intelligence has proven its benefits in many domains. Yet, traditional deep learning models are still too energy and compute-intensive for resource-constrained edge environments. Spiking neural networks (SNNs) promise a more energy-efficient and low-latency alternative… read more here.
Keywords: risc; algorithm; optimization efficient; spike risc ... See more keywords