#bayesianoptimization
LightNews LightNews
noelgroupuva.bsky.social
We combine ML + #DigitalTwins to autonomously design photoreactors with high light capture and uniform irradiation. A virtual photoreactor guides #BayesianOptimization, allowing numerous designs in silico and fabrication only of the best candidates.

🔗 @chemrxiv.org : chemrxiv.org/engage/chemr...
January 5, 2026 at 9:29 AM
kerryasynt.bsky.social
Christian Stevens et al have unveiled an advanced automated #continuousflow through platform, powered by the Borealis Flow #photoreactor, designed to revolutionize the optimisation of #photocatalytic gas-liquid flow processes.

#BayesianOptimization
#chemsky #flowchemistry #photochemistry
January 14, 2025 at 7:25 AM
cnoatzib.bsky.social
Optimizing Color Appearance of Perovskite Solar Cells! Congrats @jonasschaible.bsky.social! Collaboration with HZB, @fraunhoferise.bsky.social, @jcmwave.bsky.social, @zuseinstitute.bsky.social published in Solar RRL! #BayesianOptimization #MachineLearning @www.helmholtz.de doi.org/10.1002/solr...
Model of a Perovskite solar cell with morphocolor color filter coating and optimization results
December 5, 2024 at 10:44 AM
lotschgroup.bsky.social
Our new Hot Paper 🔥 is out in @angewandtechemie.bsky.social: co-first authors Lucas G. Balzat and Robert Calaminus use #BayesianOptimization to boost Li7SiPS8 ionic conductivity while lowering synthesis temperature and time. #SolidElectrolytes doi.org/10.1002/anie...
Optimize Before You Synthesize—Enhancing the Ionic Conductivity of Li7SiPS8 Using Bayesian Optimization
Bayesian optimization was used to optimize the synthesis parameters of the solid electrolyte Li7SiPS8$\mathrm {Li}_7\mathrm {SiPS}_8$ in order to increase the ionic conductivity. After only 32 iterat...
doi.org
June 1, 2026 at 9:53 AM
marketingnews.bsky.social
Meta releases Ax 1.0 for automated machine learning optimization #Meta #MachineLearning #ArtificialIntelligence #BayesianOptimization #OpenSource
Meta releases Ax 1.0 for automated machine learning optimization
Meta launches Ax 1.0, an open-source platform using Bayesian optimization to automate complex experimentation across AI development, infrastructure tuning, and hardware design.
ppc.land
November 18, 2025 at 6:38 PM
ppc.land
Meta releases Ax 1.0 for automated machine learning optimization #Meta #MachineLearning #ArtificialIntelligence #BayesianOptimization #OpenSource
Meta releases Ax 1.0 for automated machine learning optimization
Meta launches Ax 1.0, an open-source platform using Bayesian optimization to automate complex experimentation across AI development, infrastructure tuning, and hardware design.
ppc.land
November 18, 2025 at 6:39 PM
haiyuesong.bsky.social
🎉 Excited to share that our paper "OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training" has been accepted to EMNLP 2026 Main! See you in Budapest!

📄 Paper: arxiv.org/abs/2603.28858

#EMNLP2026 #ModelMerging #ContinualPretraining #BayesianOptimization
OptiMer: Optimal Distribution Vector Merging Is Better than Data Mixing for Continual Pre-Training
Continual pre-training is widely used to adapt LLMs to target languages and domains, yet the mixture ratio of training data remains a sensitive hyperparameter that is expensive to tune: they must be f...
arxiv.org
September 15, 2026 at 5:24 AM
jurodemann.bsky.social
Read the paper here:
📄 arxiv.org/abs/2403.04629
#MachineLearning #BayesianOptimization #XAI #HumanInTheLoop #Exosuits #ShapleyValues
Explaining Bayesian Optimization by Shapley Values Facilitates Human-AI Collaboration
Bayesian optimization (BO) with Gaussian processes (GP) has become an indispensable algorithm for black box optimization problems. Not without a dash of irony, BO is often considered a black box itsel...
arxiv.org
June 10, 2025 at 1:01 PM
anishrao95.bsky.social
Last yesr, we showed that Bayesian optimization (BO) can work alongside an experienced researcher to not only optimize nanoparticle synthesis but to potentially find new knowledge too.

See the thread x.com/anishrao95/s...

This year, we push BO further - this time for design!
February 28, 2025 at 12:16 PM
fc-modal.bsky.social
Martin Hammerschmidt, CEO @JCMwave.bsky.social, presents MODAL-#NanoLab results at the 15th International Conference on Metamaterials, Photonic Crystals and Plasmonics, META 2025, Malaga, Spain, 23 July 2025. #MachineLearning #BayesianOptimization @cnoatzib.bsky.social‬,
Inv Talk in Session 2A10.
Image: M.H. at META2025, Malaga, upcoming presentation: "Physics Informed Bayesian Optimization For Efficient Solution Of Inverse Problems In Nanophotonics" Abstract: We introduce physics-informed multi-channel Bayesian optimization for inverse design problems in nanophotonics and nanometrology. By learning vector-valued physical properties of numerically simulated systems, from which the final cost is constructed, our approach achieves faster convergence compared to other optimization methods, enhancing efficiency in solving inverse problems across engineering and physics.
July 22, 2025 at 11:35 AM
jsynchrotronrad.iucr.org
T. W. Morris et al.: A general Bayesian algorithm for the autonomous alignment of beamlines ##BayesianOptimization##AutomatedAlignment##SynchrotronRadiation@BrookhavenLab@BerkeleyLab@stonybrooku@radiasoft...##IUCrhttps://journals.iucr.org/paper?S1600577524008993
A general Bayesian algorithm for the autonomous alignment of beamlines
Automated alignment methods have the potential to accelerate greatly the efficiency of experiments done at synchrotron facilities and are an important step towards fully autonomous beamlines. Presented here is a general implementation of Bayesian optimization that performs well on many beamlines across different facilities.
journals.iucr.org
October 29, 2024 at 1:00 AM
miriam96.bsky.social
Checkout Dreams Die - Growth Hacking Stops

https://marketgrid.xyz/checkout-dreams-die-growth-hacking-stops/?utm_source=bluesky&utm_medium=social
#bayesianoptimization #abtesting #checkoutoptimization
August 28, 2026 at 5:20 AM
davidleeftink.bsky.social
#BayesianOptimization #SemiconductorManufacturing #ProcessOptimization #MachineLearning #IndustrialAutomation
March 31, 2026 at 11:00 AM
proceedingsmdpi.bsky.social
ARAIM Protection Level Calculation Method Based on Bayesian Optimization
www.mdpi.com/2673-4591/12...

By Sitong Liu et al.
From the European Navigation Conference 2025

#ARAIM #GNSS #Integrity #BayesianOptimization
www.mdpi.com
February 24, 2026 at 11:45 AM
glenberseth.bsky.social
We are looking for someone with skills in the areas of
#Reinforcementlearning
#ML4science
#Bayesianoptimization
#Foundationalmodels for #decisionmaking
#RealworldML
More detail here.
fracturedplane.notion.site/Open-PostDoc...
Notion – The all-in-one workspace for your notes, tasks, wikis, and databases.
A new tool that blends your everyday work apps into one. It's the all-in-one workspace for you and your team
fracturedplane.notion.site
August 2, 2024 at 3:40 PM
getnews-me.bsky.social
Quantile‑Scaled Bayesian Optimization (QS‑BO) lets BO use rank‑only feedback by turning ranks into quantile pseudo‑observations, achieving gains at p < 1 % on synthetic benchmarks. https://getnews.me/quantile-scaled-bayesian-optimization-for-rank-only-feedback/ #bayesianoptimization #rankfeedback
Quantile-Scaled Bayesian Optimization for Rank‑Only Feedback
October 8, 2025 at 7:23 AM
getnews-me.bsky.social
CCGBO, the method, assigns credit to past observations, achieving a sublinear regret bound and lower simple regret on benchmarks, with fewer evaluations. https://getnews.me/counterfactual-credit-guided-bayesian-optimization-advances-efficient-search/ #bayesianoptimization #counterfactualcredit
Counterfactual Credit Guided Bayesian Optimization Advances Efficient Search
October 8, 2025 at 3:45 AM
getnews-me.bsky.social
ENS‑LoRA‑VBLL fine‑tunes LLMs with LoRA and a variational Bayesian last layer, beating standard GP surrogates on high‑dimensional benchmark and molecular design tasks. Read more: https://getnews.me/fine-tuning-llms-with-variational-bayesian-for-high-dim-optimization/ #llm #bayesianoptimization #lora
Fine-Tuning LLMs with Variational Bayesian for High-Dim Optimization
October 3, 2025 at 8:19 PM
getnews-me.bsky.social
A PSD‑projected max kernel enables symmetry‑aware Bayesian Optimization to lower cumulative regret on synthetic and real‑world benchmarks without extra cost. Read more: https://getnews.me/symmetry-aware-bayesian-optimization-improves-performance-with-max-kernels/ #bayesianoptimization #symmetry
Symmetry‑Aware Bayesian Optimization Improves Performance with Max Kernels
October 1, 2025 at 6:49 AM
getnews-me.bsky.social
Sequence‑only Bayesian optimization matches the affinity of structure‑enhanced models; a protein‑language constraint removes stability gaps. Read more: https://getnews.me/study-finds-sequence-data-sufficient-for-antibody-bayesian-optimization/ #bayesianoptimization #antibodydesign #proteinclanguage
Study Finds Sequence Data Sufficient for Antibody Bayesian Optimization
October 1, 2025 at 1:18 AM
getnews-me.bsky.social
The new Contextual NeuroMHE system lets quadrotor drones adapt on‑the‑fly and cuts max position error by 20.3% versus prior methods. Read more: https://getnews.me/contextual-neural-moving-horizon-estimation-enhances-quadrotor-control/ #quadrotor #bayesianoptimization
Contextual Neural Moving Horizon Estimation Enhances Quadrotor Control
September 30, 2025 at 7:34 PM
getnews-me.bsky.social
Reasoning BO combines large language models with Bayesian optimization, boosting yield on a Direct Arylation reaction from 25.2% to 60.7% and was posted on 26 Sep 2025. Read more: https://getnews.me/reasoning-bo-boosting-bayesian-optimization-with-llm-reasoning/ #bayesianoptimization #llm
Reasoning BO: Boosting Bayesian Optimization with LLM Reasoning
September 29, 2025 at 9:21 PM
getnews-me.bsky.social
Closed-loop Bayesian optimization reduced sensor characterization from a year to a few days, tuning a low‑noise CCD to performance that previously took months of manual effort. https://getnews.me/bayesian-optimization-automates-sensor-characterization/ #bayesianoptimization #sensorcharacterization
Bayesian Optimization Automates Sensor Characterization
September 29, 2025 at 5:42 PM
getnews-me.bsky.social
BioBO, a biology‑informed Bayesian optimization method, improves labeling efficiency by roughly 25%‑40% over standard BO using gene embeddings and enrichment analysis. Read more: https://getnews.me/biobo-boosts-bayesian-optimization-for-gene-perturbation-design/ #biobo #bayesianoptimization
BioBO Boosts Bayesian Optimization for Gene Perturbation Design
September 26, 2025 at 11:20 PM
getnews-me.bsky.social
CAKE uses LLMs to evolve GP kernels and BAKER ranking; tests on hyper‑parameter tuning, robotics control and photonic chip design show faster convergence. https://getnews.me/ai-powered-cake-method-boosts-bayesian-optimization-kernels/ #bayesianoptimization #ai
AI-Powered CAKE Method Boosts Bayesian Optimization Kernels
September 25, 2025 at 5:42 AM