Sign in

Justin Lemkul

@justinlemkulvt.bsky.social
1.1K followers 328 following 66 posts

Associate Professor of Biochemistry at Virginia Tech. Comp Chem, CADD, and Drude FF contributor. Opinions my own. Go Hokies!

PostsRepliesMedia
Justin Lemkul @justinlemkulvt.bsky.social · 26/02/2026
We had a great time at BPS 2026! Sad to conclude my time on the Theory & Comp subgroup committee but I enjoyed that service and made new friends along the way. Until Philly in 2027!
Image of the Lemkul lab members at BPS 2026. From left: Justin Lemkul, Esmat Mohammadi, Ashley Goodberlet, Patrick Gilles (back), and Rakshitha Hosahalli.
062
Justin Lemkul @justinlemkulvt.bsky.social · 19/02/2026
Please join us for food and drink at the 2026 BPS meeting! Happening on Saturday. Plenty of tickets left!
001
Justin Lemkul @justinlemkulvt.bsky.social · 18/01/2026
Another new article from former Ph.D. student Julia Montgomery on the electrostatics of the beta-2 adrenergic receptor. Very cool cooperative dynamics and polarization effects in microswitch residues! Link below provides free access for 50 days: www.sciencedirect.com/science/auth...
sciencedirect.com
Please wait whilst we redirect you
All content on this site: Copyright © 2026 Elsevier B.V., its licensors, and contributors. All rights are reserved, including those for text and data mining, AI training, and similar technologies. For all open access content, the relevant licensing terms apply.
040
Justin Lemkul @justinlemkulvt.bsky.social · 06/01/2026
First article of 2026! Happy to have our first real foray into carbohydrates out in J Phys Chem B. Excellent work by PhD candidate Esmat Mohammadi. pubs.acs.org/doi/full/10....
pubs.acs.org
Insights into the Electronic and Structural Properties of Cellulose and Amylose: A Comparative Force Field Study
Amylose and cellulose are important biopolymers with diverse applications in biotechnology and materials science. Understanding their structural, dynamic, and solvation properties at the molecular level is critical for harnessing their potential. This study investigates the electronic and structural properties of single-chain cellulose and single- and double-chain amylose in aqueous solution using molecular dynamics simulations with both nonpolarizable (CHARMM) and polarizable (Drude) force fields. CHARMM simulations show stable hydrogen bonding between amylose and water, higher glucose ring dipole moments, increased rigidity, adoption of chair conformations, and less variation in dihedral angles. In contrast, Drude simulations captured dynamic electronic polarization, enhanced conformational flexibility, and resulted in heterogeneous inter- and intramolecular hydrogen bonds. For cellulose, structural and solvation behaviors were largely similar between CHARMM and Drude. These findings highlight molecular interactions and solvation dynamics of amylose and cellulose, with potential relevance in materials science and biotechnology.
062
Justin Lemkul @justinlemkulvt.bsky.social · 06/11/2025
Excited to share a new update to the Drude polarizable force field - phosphorylated amino acids! A long-term project that took quite a bit of effort. Great work with PhD student Laura Gil Pineda, former undergrad Candace Miller, and @alexmackerell.bsky.social authors.elsevier.com/a/1m2md1SPTB...
063
Justin Lemkul @justinlemkulvt.bsky.social · 12/07/2025
Happy to announce our latest article, a tutorial on running Gaussian-accelerated MD simulations in NAMD. Tour de force work by @hmmichel.bsky.social with @mdpoleto.bsky.social that unifies theory and practice in one place! livecomsjournal.org/index.php/li...
livecomsjournal.org
Running Gaussian-accelerated Molecular Dynamics Simulations in NAMD [Article v1.0] | Living Journal of Computational Molecular Science
0145
Justin Lemkul @justinlemkulvt.bsky.social · 09/06/2025
A powerful statement from courageous staff at the NIH. #standupforscience #academicsky
060
Reposted by Justin Lemkul
Stand Up for Science! @standupforscience.net · 10/05/2025
(10/11) 75 years of scientific discovery—now on the chopping block. Trump’s 2025 budget proposes a 56% cut to the NSF. Over 1,000 grants terminated. 37 divisions abolished. Funding frozen. This isn’t just reckless—it’s a war on knowledge, a war on progress.
A bold graphic with the headline ‘75 Years of Incredible Discovery. Now Under Attack.’ displays four visuals representing threats to the National Science Foundation (NSF). A pie chart shows a proposed 56% budget cut, a ‘CANCELLED’ stamp is over a document to represent over 1,000 grants terminated, chained lab equipment symbolizes freezes on new and existing funding, and a person packing a box reflects the abolishment of 37 internal divisions.
214366
Justin Lemkul @justinlemkulvt.bsky.social · 01/05/2025
Really happy to have this one out in final form! Fun working with @biochem-anne.bsky.social and we had a great editorial experience with Cell Rep Phys Sci (thanks @andrewbissette.bsky.social et al. and the reviewers for their very constructive comments). #compchemsky dx.doi.org/10.1016/j.xc...
dx.doi.org
Redirecting
184
Reposted by Justin Lemkul
Ardem Patapoutian @ardemp.bskyverified.social · 09/04/2025
Published an op-ed for @cnn.com: “Nobel laureate: I owe America my success. Today, its scientific future is in danger.” A personal reflection on what’s at stake as science funding gets slashed. I’d be grateful if you could amplify both in and beyond the science world. www.cnn.com/2025/04/09/h...
cnn.com
Nobel laureate: I owe America my success. Today, its scientific future is in danger | CNN
Dr. Ardem Patapoutian says he watches “with deep sadness as the United States’ remarkable scientific enterprise, which took generations of hard work and national investment to build, faces a concerted...
15893488
Justin Lemkul @justinlemkulvt.bsky.social · 24/03/2025
Great to meet up with Lexin and Ramon from @groupquintana.bsky.social today at #ACSSpring2025. Great work coming from their group and we are excited to work with them!
Lemkul and Miranda Quintana group members at lunch. From left, Haley Michel, Lexin Chen, Laura Gil Pineda, Esmat Mohammadi, Ramon Miranda Quintana, and Justin Lemkul.
2162
Justin Lemkul @justinlemkulvt.bsky.social · 22/03/2025
We are heading to #ACSSpring2025! Laura is at SciMix (Mon 8 PM) and #ACSCOMP posters (Tues 7 PM) presenting on IDPs. Esmat has a poster (Tues 12 PM) on CADD for T2D drug discovery.
150
Reposted by Justin Lemkul
Rommie Amaro @rommieamaro.bsky.social · 13/03/2025
A behemoth effort from @fionachembot.bsky.social in which she does amazing science (showing how VOCs reshape allosteric pathways) while also making the SARS2 spike color palette match her fish Dorry 😍🫠 www.biorxiv.org/content/10.1...
spike protein domains and mutations in VOCsFiona's tang fish named Dorry matches the spike colors
1337
Reposted by Justin Lemkul
darcy-davidson.bsky.social @darcy-davidson.bsky.social · 06/03/2025
Tomorrow is @standupforscience.bsky.social find your local protest and attend! It is our right to protest and we need to keep up the fight against this awful administration. Science is what makes America great. Education is what makes American great.
031
Reposted by Justin Lemkul
Kyle Cheney @kyledcheney.bsky.social · 05/03/2025
JUST IN: A federal judge in Massachusetts has extended her nationwide block on Trump administration effort to slash funds for NIH research.
342686722
Justin Lemkul @justinlemkulvt.bsky.social · 19/02/2025
Thank you @biophysicalsoc.bsky.social for another excellent meeting. Had a blast in LA, now back to snowy VA. Until next year…
Lemkul lab members at BPS 2025. Standing, from left: Justin Lemkul, Ashley Goodberlet, Laura Gil Pineda, and Patrick Gilles. Seated, from left: Haley Michel and Kait Malewicz.
0201
Reposted by Justin Lemkul
darcy-davidson.bsky.social @darcy-davidson.bsky.social · 18/02/2025
@biophysicalsoc.bsky.social you need to be sharing at the conference this week like our lives depend on it. Because they do. Speak up. Stand up. Get out there and protect out democracy
0289
Justin Lemkul @justinlemkulvt.bsky.social · 12/02/2025
The Lemkul Lab is heading to #BPS2025! We will have several posters and presentations, so please come chat with us about the latest in MD simulations of biomolecules, CADD, and the Drude polarizable force field! See you in LA! #compchemsky
Image of Lemkul Lab members attending the Biophysical Society and their presentation information - oral presentations, poster numbers, times, and locations.
1293
Justin Lemkul @justinlemkulvt.bsky.social · 23/01/2025
@biochem-anne.bsky.social and I are looking for a home for a perspective we wrote on current technical challenges in biomolecular simulations. Preprint linked here; we aren't sure of the best venue. Shopped around a bit, so far rejected each time for "poor fit." #compchem doi.org/10.26434/che...
doi.org
Robustness in Biomolecular Simulations: Addressing Challenges in Data Generation, Analysis, and Curation
Computational simulations of biomolecules provide a wealth of information about the thermodynamic landscape of biologically important systems, kinetics of important cellular processes, and the biophys...
53511
Justin Lemkul @justinlemkulvt.bsky.social · 21/01/2025
We have a new #tutorial posted online, this time for Gaussian-accelerated MD as implemented in NAMD. Article has been submitted to LiveCoMS, a great venue for such efforts. We welcome feedback! Yes, it's alanine dipeptide, but you have to start somewhere :) #compchem github.com/Lemkul-Lab/g...
github.com
GitHub - Lemkul-Lab/gamd_livecoms_tutorial
Contribute to Lemkul-Lab/gamd_livecoms_tutorial development by creating an account on GitHub.
03610
Reposted by Justin Lemkul
Marcelo D. Polêto @mdpoleto.bsky.social · 14/01/2025
Excited to finally share that our work is featured as the front cover of ACS Macromolecules' new issue! Image was powered by the one and only MolecularNodes (thx @bradyajohnston.bsky.social) while I was playing around with surface transparency 😁 #chemsky #compchem
Front cover of the journal ACS Macromolecules. A single chain of PET polymer on the left. An amorphous phase of PET embedded in a box of transparent water surface on the right. A crystal PET unit on the bottom right, with a protein bound to it. PET atoms are shown in green. Lightnings are falling from a cloudy sky above. The word MACROMOLECULES in white on the center top of the page.
3182
Justin Lemkul @justinlemkulvt.bsky.social · 31/12/2024
Saddened to learn today of Martin Karplus’ passing over the weekend. He was an absolute luminary and founding force in computational chemistry and biophysics. His influence will be felt for many generations of scientists. May he rest in peace. #chemsky #compchemsky
17210
Justin Lemkul @justinlemkulvt.bsky.social · 06/12/2024
Congratulations to Bekah Fogarty for successfully defending her MS thesis this week! #compchemsky
Image of defense flyers from Lemkul Lab graduates, now including Rebekah Fogarty.Picture of Justin Lemkul (left) and Rebekah Fogarty (right) in the Lemkul Lab, celebrating Bekah's successful MS defense.
061
Reposted by Justin Lemkul
Michael Bauer @michaeldbauer.bsky.social · 26/11/2024
"If we don't feel stupid it means we are not really trying" Very encouraging quote from this inspiring article. The other two are also excellent! I'll add this piece of advice, which a friendly ultramarathoner once gave me: "Enjoy the highs, manage the lows!" #econsky
23710
Justin Lemkul @justinlemkulvt.bsky.social · 23/11/2024
Optimist: The cup is half full Pessimist: The cup is half empty MD simulator: Is the cup converged?
0223
Reposted by Justin Lemkul
Rommie Amaro @rommieamaro.bsky.social · 18/11/2024
🚨Announcing NetSci: a super fast tool to compute correlated motion in biomolecules pubs.acs.org/doi/10.1021/... @pabloarantes.bsky.social & team also made it into a Colab notebook: colab.research.google.com/drive/1GGJKr... Give it a try & send feedback!
pubs.acs.org
NetSci: A Library for High Performance Biomolecular Simulation Network Analysis Computation
We present the NetSci program–an open-source scientific software package designed for estimating mutual information (MI) between data sets using GPU acceleration and a k-nearest-neighbor algorithm. This approach significantly enhances calculation speed, achieving improvements of several orders of magnitude over traditional CPU-based methods, with data set size limits dictated only by available hardware. To validate NetSci, we accurately compute MI for an analytically verifiable two-dimensional Gaussian distribution and replicate the generalized correlation (GC) analysis previously conducted on the B1 domain of protein G. We also apply NetSci to molecular dynamics simulations of the Sarcoendoplasmic Reticulum Calcium-ATPase (SERCA) pump, exploring the allosteric mechanisms and pathways influenced by ATP and 2′-deoxy-ATP (dATP) binding. Our analysis reveals distinct allosteric effects induced by ATP compared to dATP, with predicted information pathways from the bound nucleotide to the calcium-binding domain differing based on the nucleotide involved. NetSci proves to be a valuable tool for estimating MI and GC in various data sets and is particularly effective for analyzing intraprotein communication and information transfer.
514037
Justin Lemkul @justinlemkulvt.bsky.social · 12/11/2024
Come be my colleague (pt. 3, yes it's true)! Another non-TT instructional faculty position in our brand new Discovery Space! An amazing opportunity for hands-on, experiential learning with undergrads. #chemsky #academicsky @chemjobber.bsky.social careers.pageuppeople.com/968/cw/en-us...
careers.pageuppeople.com
Details | Collegiate Assistant Professor - Discovery Space | Careers | Division of Human Resources | Virginia Tech
011
Reposted by Justin Lemkul
Marcelo D. Polêto @mdpoleto.bsky.social · 08/11/2024
Our paper found a permanent home at ACS Macromolecules 🎉 Very happy with the final results 😁 #chemsky #compchem pubs.acs.org/doi/10.1021/...
pubs.acs.org
Structural and Electronic Properties of Poly(ethylene terephthalate) (PET) from Polarizable Molecular Dynamics Simulations
The environmental and economic challenges posed by the widespread use and disposal of plastics, particularly poly(ethylene terephthalate) (PET), require innovative solutions to mitigate their impact. ...
1173
Justin Lemkul @justinlemkulvt.bsky.social · 09/11/2024
Come be my colleague (pt. 2)! We have an opening for a Collegiate Assistant Professor (non-tenure track instructional faculty) to teach and innovate in our senior-level laboratory class. Join us! #chemsky #academicsky careers.pageuppeople.com/968/cw/en-us...
careers.pageuppeople.com
Details | Collegiate Assistant Professor | Careers | Division of Human Resources | Virginia Tech
031
Justin Lemkul @justinlemkulvt.bsky.social · 01/11/2024
Come be my colleague! The Department of Biochemistry at Virginia Tech is hiring a tenure-track assistant professor in the area of macromolecular complexes. Please see the job ad linked below. #chemjobs #chemsky #facultychemjobs CC: @chemjobber.bsky.social careers.pageuppeople.com/968/cw/en-us...
careers.pageuppeople.com
Details | Assistant Professor - Macromolecular Complexes | Careers | Division of Human Resources | Virginia Tech
037
Justin Lemkul @justinlemkulvt.bsky.social · 21/09/2024
New articles out this week in J Phys Chem B! This article becomes is the new citation for the current versions of the CHARMM program. What an incredible team of developers to be a part of. #chemsky #compchemsky #OA pubs.acs.org/doi/10.1021/...
pubs.acs.org
CHARMM at 45: Enhancements in Accessibility, Functionality, and Speed
Since its inception nearly a half century ago, CHARMM has been playing a central role in computational biochemistry and biophysics. Commensurate with the developments in experimental research and adva...
1101
Justin Lemkul @justinlemkulvt.bsky.social · 04/09/2024
New ChemRxiv preprint up from @mdpoleto.bsky.social on the parametrization of a polarizable model for PET polymer. Really interesting induced polarization effects in this material and potential interactions with proteins! #compchem #chemsky dx.doi.org/10.26434/che...
dx.doi.org
Structural and electronic properties of polyethylene terephthalate (PET) from polarizable molecular dynamics simulations
The environmental and economic challenges posed by the widespread use and disposal of plastics, particularly polyethylene terephthalate (PET), require innovative solutions to mitigate their impact. Su...
030
Justin Lemkul @justinlemkulvt.bsky.social · 15/04/2024
Now out in final form, a tour de force from Haley Michel on LTR-III dynamics with MD (including GaMD) and the #Drude FF. Free access for 50 days via this link! (Expires 6/4/2024, after that just email me if you need a copy) #chemsky #compchemsky authors.elsevier.com/a/1iwy91SPT7...
authors.elsevier.com
052
Justin Lemkul @justinlemkulvt.bsky.social · 22/01/2024
Another exciting preprint up, this one from Haley Michel on the dynamics of the LTR-III GQ, with a focus on the duplex:quadruplex junction. Conventional MD and GaMD and an amazing amount of effort and tenacity from Haley in making this one happen. www.biorxiv.org/content/10.1...
biorxiv.org
Dynamics, Electrostatics, and Thermodynamics of Base Pairing at the LTR-III Quadruplex:Duplex Juncti...
bioRxiv - the preprint server for biology, operated by Cold Spring Harbor Laboratory, a research and educational institution
031
Justin Lemkul @justinlemkulvt.bsky.social · 08/01/2024
Proud to see this preprint up. A lot of great work by @mdpoleto.bsky.social here to tell this fascinating story.
062
Justin Lemkul @justinlemkulvt.bsky.social · 02/01/2024
Come be my colleague! VT Biochemistry is hiring a tenure-track Assistant Professor in the area of glycoscience. Please see the job ad linked below. Review begins on 2/1. #chemjobs #biochemjobs @chemjobber.bsky.social careers.pageuppeople.com/968/cw/en-us...
01215
Reposted by Justin Lemkul
Alex MacKerell @alexmackerell.bsky.social · 12/12/2023
The #ISQBP2024 President's meeting will take place 19-23 May in Athens, Greece! We are now accepting abstract submissions for oral and poster presentations: isqbp2024.org Early-bird registration: 1 February 2023 Looking forward to welcoming all in Athens!
054
Justin Lemkul @justinlemkulvt.bsky.social · 29/11/2023
I am pleased to announce that @biochem-anne.bsky.social and I are guest editing a special issue of Archives of Biochemistry and Biophysics and we invite your contributions! The issue will focus on interactions of small molecules with enzymes (including ribozymes) 1/n
173
Reposted by Justin Lemkul
Syma Khalid @sykhalid.bsky.social · 06/11/2023
Linda Columbus and I are organizing the BPS Conference Molecular Biophysics of Membranes held in Tahoe on June 2 -7, 2024. The Speaker list is amazing and we will select at least 4 talks a day from submitted abstracts. Register early. Pls repost biophysics.org/2024tahoe
01313
Reposted by Justin Lemkul
Geoff Hutchison @geoffhutchison.net · 28/10/2023
After a year of development, I'm pleased to announce the latest beta release of Avogadro2, including piles of bug fixes and many feature enhancements. two.avogadro.cc As always, comments, suggestions and ideas welcome: discuss.avogadro.cc
two.avogadro.cc
Install — Avogadro 1.98.0 documentation
1205
Reposted by Justin Lemkul
Charlotte Walker @charlottewalker.bsky.social · 28/10/2023
Someone sent me this meme about peer reviewer comments and it is 👌🏻 #PhDSky #AcademicSky
3596183
Justin Lemkul @justinlemkulvt.bsky.social · 24/10/2023
New lab: occupied. #compchemsky
A view of the Lemkul lab with light tan desks, maroon carpet, and computer workstationsAn alternate view of the Lemkul lab showing the open floor with maroon carpet and several computer workstations.
031
Justin Lemkul @justinlemkulvt.bsky.social · 17/10/2023
Very pleased to see this article out in final form. Thanks to JCIM for an efficient review process and a nice venue for publication. Great work here by @mdpoleto.bsky.social to tie together dynamics, thermodynamics, and electrostatics in GQs. #compchemsky pubs.acs.org/doi/10.1021/...
pubs.acs.org
Differences in Conformational Sampling and Intrinsic Electric Fields Drive Ion Binding in Telomeric ...
The formation of G-quadruplexes (GQs) occurs in guanine-rich sequences of DNA and RNA, producing highly stable and structurally diverse noncanonical nucleic acid structures. GQs play crucial roles in ...
040
Justin Lemkul @justinlemkulvt.bsky.social · 16/10/2023
Lab renovation complete! We are very excited to occupy this new space. Many thanks to my department for the support in providing this upgrade for us.
The new Lemkul lab space with professional wooden desks and Hokie maroon carpeting.
020
Justin Lemkul @justinlemkulvt.bsky.social · 07/10/2023
Great opportunity for early career members in comp chem here: axial.acs.org/theoretical-...
axial.acs.org
010
Reposted by Justin Lemkul
Sciences @sciences.skyfleet.blue · 04/10/2023
Nobel Prize for chemistry goes to trio behind quantum dots work
newscientist.com
Nobel Prize for chemistry goes to trio behind quantum dots work
The tiny crystals, only a few nanometres in size, have applications in computing, lasers and microscopy
0104
Reposted by Justin Lemkul
C&EN (Chemical & Engineering News) @cenmag.bsky.social · 02/10/2023
BREAKING: Katalin Karikó of Szeged University and Drew Weissman of University of Pennsylvania share the 2023 #NobelPrize in Physiology or Medicine for their research that made it possible to develop mRNA vaccines that are effective against COVID-19: cen.acs.org/people/nobel...
03626
Reposted by Justin Lemkul
Ryan Morin 🇨🇦 @morinryan.bsky.social · 21/09/2023
I whipped up a basic Shiny app (using the PubMedWordCloud R package) to generate word cloud summaries of any researcher based on their abstracts in PubMed. Here's mine! The app is available here: shiny.rcg.sfu.ca/u/rdmorin/pu...
A word cloud
2922065
Reposted by Justin Lemkul
Marcelo D. Polêto @mdpoleto.bsky.social · 27/08/2023
Last year we developed TUPÃ, a software to calculate electric fields in molecular simulations Happy to say that TUPÃ now supports multiprocessing. 🥳 Just use -ncpus and enjoy your electric field calculations spread into multiple cores (and much faster!) ⚡️ github.com/mdpoleto/tupa
132