@Chengwei_Ju profile picture
Cheng-Wei Ju @Chengwei_Ju
Joined September 2021
  • Tweets 8
  • Following 49
  • Followers 31
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Cheng-Wei Ju retweeted
Zhou Lin 林舟@ZhouLin5
28 Mar 2024
Recent development of ML-ωPBE featured as Front Cover of J. Phys. Chem. A! doi.org/10.1021/acs.jpca.3c0… Proud of works from group members! #MyACSCover
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Cheng-Wei Ju retweeted
The Journal of Physical Chemistry@JPhysChem
5 Mar 2024
Density functional ML-ωPBE created from stacked ensemble of regression models by @ZhouLin5 @Chengwei_Ju @BigPear_ et al. enhances prediction of optical properties and lays foundation of physical insights for conjugated doublet radical materials. go.acs.org/8jC

Accurate Electronic and Optical Properties of Organic Doublet Radicals Using Machine Learned...

Luminescent organic semiconducting doublet-spin radicals are unique and emergent optical materials because their fluorescent quantum yields (Φfl) are not compromised by the spin-flipping intersystem...

pubs.acs.org
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Our recent work during the first year's course XD! Exploring Optimized Organic Fluorophore Search Through Simple Experimental Data-Driven VAE | ChemRxiv - go.shr.lc/4bwdvjN

Exploring Optimized Organic Fluorophore Search Through Simple Experimental Data-Driven VAE |...

Designing organic fluorescent molecules with tailored optical properties is challenging in decades, while the new avenue was opened by the statistical models. Inverse design has garnered considerable...

chemrxiv.org
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Evolution of organic phosphor through precision regulation of nonradiative decay | PNAS pnas.org/doi/abs/10.1073/pna… x-mol.com/news/878430
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Accurate Electronic and Optical Properties of Organic Doublet Radicals Using Machine Learned Range-Separated Functionals ift.tt/2fU5QEb

Accurate Electronic and Optical Properties of Organic Doublet Radicals Using Machine Learned...

Luminescent organic semiconducting doublet-spin radicals are unique and emergent optical materials because their fluorescent quantum yields (Φfl) are not compromised by spin-flipping intersystem...

chemrxiv.org
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Cheng-Wei Ju retweeted
UChicago Chemistry
@UChiChemistry
30 Nov 2022
m7G-quant-seq: Quantitative Detection of RNA Internal N7-Methylguanosine from Chuan He via @ACSPublications buff.ly/3Fcnlti
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Cheng-Wei Ju retweeted
Zhou Lin 林舟@ZhouLin5
18 Dec 2021
Congrats to my undergrad Ethan French @_ethanfrench for winning the UMass Rising Researchers Award! He's the only junior among all seniors! @UMassChemistry Check out bit.ly/3F9Xq2K

Pushing the Frontier of Quantum Chemistry | UMass Amherst

Ethan French '23 has applied machine learning to the study of quantum chemistry, resulting in a published paper.

umass.edu
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Cheng-Wei Ju retweeted
Zhou Lin 林舟@ZhouLin5
18 Oct 2021
Very ​first paper from the Lin Group! Did not tweet earlier while waiting for @JPhysChem. Ths to the hard work from @Chengwei_Ju and @_ethanfrench!
The Journal of Physical Chemistry@JPhysChem
14 Oct 2021
Stacked ensemble machine learning reconstructs molecular-specific range-separated hybrid functional. ML-ωPBE reproduces range-separation parameter and optical properties produced by OT-ωPBE but reduces computational cost by three orders of magnitude. fal.cn/3j37g
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