Scientific Web Applications & Calculators
Interactive computational models, kinetic calculators, and automated laboratory tools designed for bioprocess scientists, fermentation engineers, and life science researchers.
Biocalc
General biochemical and process calculations including molarity, dilution, buffer prep, and yield.
kLa Predictor
Estimate oxygen-transfer performance (kLa) and volumetric mass transfer across vessel scales.
Mixing Time Calculator
Estimate blending and 95% homogenization time in stirred-tank bioreactors with various impellers.
PetriPlate Counter
AI-assisted colony counting, CFU clustering estimation, and automated plate analysis from images.
CFU Calculator
Estimate colony forming units (CFU/mL) from dilution plating with statistical variance checks.
Dilution Planner
Plan, simulate, and optimize complex serial dilution protocols and multi-well plate workflows.
DOI2Cite
Instant academic citation generator from DOIs into APA, Harvard, BibTeX, Nature, and IEEE formats.
CiteSmart
Validate, analyze, and audit reference citations in academic manuscripts and bioprocess papers.
CytoCount
Hemocytometer and microscopy-based automated mammalian and microbial cell viability quantification.
PCR Assist
PCR reaction master mix setup, primer Tm calculations, and thermal cycler profile design.
Bioreactor Scale-Up
Compare scale-up criteria: constant P/V, constant tip speed, and shear strain rate regimes.
BatchCompare
Overlay fermentation trajectories, identify batch-to-batch deviations, and verify golden batches.
Bioreactor Simulator
Dynamic ODE simulation of Monod growth, product synthesis, and dissolved oxygen kinetics.
OTR / OUR Analyzer
Balance oxygen transfer rate (OTR) against cell uptake rate (OUR) to identify hypoxic bottlenecks.
Fermentation Kinetics
Calculate specific growth rates (μ), doubling times, and biomass yield coefficients (Yx/s).
Fed-Batch Calculator
Exponential and constant feed rate equations to prevent overflow metabolism and byproduct accumulation.
ChloroVision
Computer vision estimation of plant chlorophyll indices (SPAD) from standard leaf photographs.
Growth Curve Analyzer
Fit Gompertz and logistic growth models to plate reader OD600 curves with automated lag-phase detection.
OD-to-Cell Density
Convert optical density calibrations to dry cell weight (DCW g/L) and viable cell counts across strains.
Reference Validator
Cross-check bibliography citations with CrossRef, PubMed, and Retraction Watch databases.
Literature Analyzer
Extract bioreactor operating conditions, titers, and kinetics from research papers and patents.