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Molecular Mechanics Poisson–Boltzmann Surface Area (MM-PBSA): A Physics-Based Perspective on Binding Free Energy
At its core, MM-PBSA is a framework for estimating the thermodynamic potential of molecular association, grounded in the canonical ensemble of statistical mechanics. The binding of a ligand (L) to a receptor (R) to form a complex (RL) can be rigorously described by the Helmholtz free energy difference: ΔG_bind = G_RL - (G_R + G_L) = -k_B T ln(Z_RL / (Z_R Z_L)), where each Z is a configurational partition function integrating over all atomic coordinates and solvent degrees of
Alper KARAGÖL
5 hours ago3 min read


Timing Is Everything: How I Learned to Avoid Bench Rejection and Choose the Right Journal
When I first started submitting my research, I thought the hard part was writing the manuscript. I’d finish my draft, do a quick...
Alper KARAGÖL
Aug 163 min read


Optimizing Early Research Resource Allocation
Resource allocation in the early stages of research is a critical factor that can determine the success or failure of a project. Whether...
Alper KARAGÖL
Feb 32 min read


The Misinterpretation of Virchow: A Lesson in Evidence and Determinism in Social Sciences
Discussions often arise about the roles of determinism and evidence. Recently, a claim was made that Rudolf Virchow, a renowned...
Alper KARAGÖL
Sep 26, 20243 min read


The Appeal to Nature Fallacy: Why "Natural" Isn't Always Better
Our modern world is filled with artificial additives, synthetic materials, and technological marvels, there's an understandable desire to...
Alper KARAGÖL
Aug 11, 20243 min read


The Importance of Determinism in Evolutionary Algorithms: AlphaFold
While evolutionary algorithms like those in AlphaFold may appear random due to their complex nature and use of pseudo-random number...
Alper KARAGÖL
Jul 2, 20243 min read
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