Selected Publications

Academic Article

Year Title Altmetric
2022 Pro-Con Debate: Should Code Sharing Be Mandatory for Publication?Anesthesia and Analgesia.  135:241-245. 2022
2022 Artificial Intelligence in Perioperative Medicine: A Proposed Common Language With Applications to FDA-Approved DevicesFrontiers in Digital Health.  4. 2022
2022 Intraoperative utilisation of high-resolution data for cerebral autoregulation: a feasibility studyBritish Journal of Anaesthesia.  128:e217-e219. 2022
2022 A social perspective on perceived distances reveals deep community structure 2022
2021 Development of An Individualized Risk Prediction Model for COVID-19 Using Electronic Health Record DataFrontiers in Big Data.  4. 2021
2021 End-of-Procedure Volume Responsiveness Defined by the Passive Leg Raise Test Is Not Associated With Acute Kidney Injury After Cardiopulmonary BypassJournal of Cardiothoracic and Vascular Anesthesia.  35:1299-1306. 2021
2019 Probing light chain mutation effects on thrombin via molecular dynamics simulations and machine learningJournal of Biomolecular Structure and Dynamics.  37:982-999. 2019
2018 Cluster-based network proximities for arbitrary nodal subsetsScientific Reports.  8. 2018
2018 Using correlated motions to determine sufficient sampling times for molecular dynamicsPhysical Review E.  98. 2018
2018 Visualizing correlated motion with HDBSCAN clusteringProtein Science.  27:62-75. 2018
2017 All-Atom MD Predicts Magnesium-Induced Hairpin in Chemically Perturbed RNA Analog of F10 Therapeutic 2017
2017 MutSα's multi-domain allosteric response to three DNA damage types revealed by machine learningFrontiers in Physics.  5. 2017
2017 Binding site configurations probe the structure and dynamics of the zinc finger of NEMO (NF-κB Essential Modulator)Biochemistry.  56:623-633. 2017
2017 All-atom MD indicates ion-dependent behavior of therapeutic DNA polymerJournal of the Chemical Society, Faraday Transactions.  19:22363-22374. 2017
2017 Mechanistic insights into thrombin's switch between "slow" and "fast" formsJournal of the Chemical Society, Faraday Transactions.  19:24522-24533. 2017
2016 Uncovering Large-Scale Conformational Change in Molecular Dynamics without Prior KnowledgeJournal of Chemical Theory and Computation.  12:6130-6146. 2016
2016 All-atom molecular dynamics reveals mechanism of zinc complexation with therapeutic F10 2016
2016 Visualizing ensembles in structural biologyJournal of Molecular Graphics and Modelling.  67:44-53. 2016


Year Title Altmetric
2015 Molecular Dynamics Simulations and Computer-Aided Drug Discovery.  1-30. 2015

Education And Training

  • Doctor of Philosophy in Physics, Wake Forest University 2018
  • Master of Sciences or Mathematics in Mathematics and Statistics, Wake Forest University 2018
  • Bachelor of Science or Mathematics in Physics, Birmingham-Southern College 2011
  • Bachelor of Arts in Philosophy, Birmingham-Southern College 2011
  • Full Name

  • Ryan Melvin