forensic-science

A research project on a tool for annotating biometric data and a forensic expert’s workflow

BLOOD GROUP DETECTION USING FINGERPRINT Includes Source Code, PPT, Synopsis, Report, Documents, Base Research Paper & Video tutorials

Likelihood ratio to evaluate handwriting evidence using similarity index

An open, domain-general engine for forensic surface comparison: calibrated likelihood ratios (not black-box matches) from X3P 3-D scans of bullets, cartridge cases, and toolmarks.

ForenScope is an advanced, high-performance forensic analysis tool designed for modern incident response. It leverages a unique hybrid architecture: Python for intelligent orchestration and parsing, and Go for high-speed raw data processing.

A backend API for a deep learning system that provides endpoints to analyze Chrysomya megacephala specimens in images for Post-Mortem Interval (PMI) estimation.

A new way to calculate thermal summation constants for forensically useful insects using fuzzy regression

Benchmarking forensic ancestry inference using AIM SNPs, machine learning and 1000 Genomes validation.

Interactive 3D forensic face approximation from skull measurements, using real tissue depth data and RBF interpolation. Built with Python, SciPy, and Plotly Dash.

Interval Estimation of Thermal Summation Parameters in Forensically Important Insects

Judicial digital evidence authentication engine: reports an ENFSI log10 likelihood ratio between two stated propositions, gates on validated domain via Mahalanobis, measures an Evidence Fragility Index by attacking its own verdict, abstains with reason codes, and seals every examination in a replayable SHA-256 chain. Python · PyTorch · FastAPI.

Forensically useful mid-term and short-term temperature reconstruction for quasi-indoor death scenes

Competition, cooperation, and parental effects in larval aggregations formed on carrion by communally breeding beetles Necrodes littoralis (Staphylinidae: Silphinae)

Examiner-in-the-loop forensic verification of complex signatures: a browser tool digitizing the cross-section stroke-angle protocol with explainable two-tier statistics, plus the full CEDAR/NFI validation trail.

The optimal post-eclosion interval while estimating the post-mortem interval based on an empty puparium

The place, where everything started.

A Python-based forensic information system with a graphical user interface (Tkinter) designed to manage and search criminalistic databases. It supports user authentication, person registration and multi-criteria searches using CNP (Personal Numeric Code), fingerprint hashes, and DNA profiles (D3S1358 marker) with MySQL integration.

Improving accuracy of age estimates for insect evidence—calibration of physiological age at emergence (k) using insect size but without “k versus size” model

Explainable wound-age estimation using human and animal transcriptomic data, grouped validation and uncertainty-aware machine learning.