Results 161 to 170 of about 137,607 (312)

Factorization Machine‐Based Active Learning for Functional Materials Design with Optimal Initial Data

open access: yesAdvanced Intelligent Discovery, EarlyView.
This work investigates the optimal initial data size for surrogate‐based active learning in functional material optimization. Using factorization machine (FM)‐based quadratic unconstrained binary optimization (QUBO) surrogates and averaged piecewise linear regression, we show that adequate initial data accelerates convergence, enhances efficiency, and ...
Seongmin Kim, In‐Saeng Suh
wiley   +1 more source

The Machine That Does Not Know That It Does Not Know

open access: yes
This essay treats artificial intelligence and cognition not simply as a technical issue, but as an epistemological event in which the structure of the questioning observer also becomes visible. Its claim is limited and methodological. It does not argue that the machine cannot understand, nor that the question of machine understanding is meaningless. It
openaire   +3 more sources

Probiotic spray on incubating chicken eggs accelerates the establishment of a healthy jejunal microbiota. [PDF]

open access: yesPoult Sci
Rathnayake M   +7 more
europepmc   +1 more source

Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers

open access: yesAdvanced Intelligent Discovery, EarlyView.
A low‐cost, self‐driving laboratory is developed to democratize autonomous materials discovery. Using this "frugal twin" hardware architecture with Bayesian optimization, the platform rapidly converges to target lower critical solution temperature (LCST) values while self‐correcting from off‐target experiments, demonstrating an accessible route to data‐
Guoyue Xu, Renzheng Zhang, Tengfei Luo
wiley   +1 more source

Does VSP Multimerize and Does It Matter? [PDF]

open access: yesBiophysical Journal, 2018
Vamseedhar Rayaprolu   +3 more
openaire   +1 more source

TEST ITEM - Doctoral Dissertations

open access: yes
Test item - please ...
Doe, Jane
core  

Information on a Major New Initiative: Mapping and Sequencing the Human Genome (1986 DOE Memorandum)

open access: yes, 1986
In the history of the Human Genome Program, Dr. Charles DeLisi and Dr. Alvin Trivelpiece of the Department of Energy (DOE) were instrumental in moving the seeds of the program forward.
DeLisi, Charles (Associate Director, Heath and Environmental Research, DOE Office of Energy Research)
core  

A Unifying Approach to Self‐Organizing Systems Interacting via Conservation Laws

open access: yesAdvanced Intelligent Discovery, EarlyView.
The article develops a unified way to model and analyze self‐organizing systems whose interactions are constrained by conservation laws. It represents physical/biological/engineered networks as graphs and builds projection operators (from incidence/cycle structure) that enforce those constraints and decompose network variables into constrained versus ...
F. Barrows   +7 more
wiley   +1 more source

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