Chad Risko retweeted
Machine Learning Potential-Enabled Platform for the In Silico Design of Functional Organic Molecular Crystals
pubs.acs.org/doi/10.1021/acs…
@cmrisko @riskolab
#JCIM Vol66 Issue8 #MachineLearning #DeepLearning
Chad Risko retweeted
At #HOPV26, researchers explore how structure and dynamics shape performance in emerging photovoltaics, with flexible perovskites enabling indoor-to-space applications and polymer–electrolyte interfaces governing charge and ion transport.
Chad Risko retweeted
RCSA has named 3 members of the #CottrellScholar community as recipients of its 2026 STAR & IMPACT Awards. Congrats to STAR Awardee @SaraSkrabalak and IMPACT Awardees @jenn_prescher and @TehshikYoon! wp.me/pgj04D-aEi
Chad Risko retweeted
🟢Last call to send an oral abstract for #HOPV26!
👉Be part of the cutting edge in hybrid and organic solar cells, from perovskites to emerging technologies integrated into next-generation photoelectrochemical systems
📍Uppsala,Sweden
🗓️18-20 May 2026
🔗nanoge.org/HOPV26/home
What a great year for research faculty, staff, and students at the @univofkentucky!
University of Kentucky investigators received $496.9 million in grants and contracts to support their research in FY25, a 1.7% increase over the previous year.
Learn more: research.uky.edu/news/record…
Chad Risko retweeted
This Call for Papers from ACS Materials Au seeks to highlight the design, manufacturing, functional properties, and mathematical/computational modeling of complex materials. Submit your manuscript by December 31, 2025.
Submit your research 👉 go.acs.org/cRv
Chad Risko retweeted
Evaluating Molecular Similarity Measures: Do Similarity Measures Reflect Electronic Structure Properties?
pubs.acs.org/doi/10.1021/acs…
@cmrisko @riskolab
#JCIM Vol65 Issue9 #MachineLearning #DeepLearning
Several members of the Risko lab are attending and presenting research at the Spring 2025 Materials Research Society (MRS) meeting this week. If you are in Seattle this week, be sure to stop by and check out these fantastic researchers. #S25MRS
How do you choose your approach to identify molecular similarity? Here, @RebekahDuke14 leads a collaboration to introduce a framework to evaluate the correlation between molecular similarity measures and molecular properties.
chemrxiv.org/engage/chemrxiv…
Using a dataset of over 350 million molecule pairs with electronic structure, redox, and optical properties (more than 16 billion data points!), we systematically evaluate the correlation between several molecular fingerprint generators, distance functions, and these properties.
Notably, the analysis reveals that one of the most popular similarity measures (mfpReg, Tanimoto) can rank among the worst-performing measures depending on the property being evaluated.
chemrxiv.org/engage/chemrxiv…
Chad Risko retweeted
Another great paper from @zan_paterson - showing that a combination of deoxygenation and her favourite dopant C60F48, dramatically improves the stability in p-type mixed conductors. A must read!!
nature.com/articles/s41928-0…
Improving the stability of organic mixed ionic-electronic conductors @NatureElectron @UKCAER @_iainmcculloch @NirTessler @cmrisko
Chad Risko retweeted
nature.com/articles/s41928-0…
Improving the stability of organic mixed ionic-electronic conductors @NatureElectron @UKCAER @_iainmcculloch @NirTessler @cmrisko
Chad Risko retweeted
We had the pleasure visiting our colleagues at the Center for Nanophase Materials Sciences (CNMS) at #ORNL. Lots of mutual interest on nanostructured polymers, organic electronics, AI/ML/simulations, dielectric materials, 2D/quantum materials, and hyphenated characterizations.
Chad Risko retweeted
There is still a postdoctoral opening related to this project. Applicants with expertise in programming and machine learning interatomic potentials can send me a CV and motivational letter.
Congratulations to @riskolab graduate student Megan Brown on passing her oral qualifying exam today!
(I'm a bad advisor, though, and forgot to take the requisite picture.)
Chad Risko retweeted
Exciting postdoc opportunity for organic/polymer chemists. Come and work on self-assembled nanofibers for photocatalytic hydrogen production with Assistant Professor Catherine Aitchison.
liu.se/en/work-at-liu/vacanc…
#chempostdoc @Chemjobber
