Georgi Tancev – Medium

Georgi Tancev

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Data-Driven Chemical Process Design

Speeding up chemical process development with data science.

Sep 25, 2023

Data-Driven Chemical Process Design

Sep 25, 2023

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Black-Box Chemical Process Optimization

Relying on decision support for which experiment to perform next.

Oct 24, 2023

Black-Box Chemical Process Optimization

Oct 24, 2023

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Model-Free Reinforcement Learning for Chemical Process Development

Moving towards chemical process agents.

Jul 11, 2023

Model-Free Reinforcement Learning for Chemical Process Development

Jul 11, 2023

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Blind Calibration of Sensor Networks

Algorithms that keeps your sensor networks calibrated.

Jul 20, 2023

Blind Calibration of Sensor Networks

Jul 20, 2023

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An Introduction to Kernel Methods

From kernel-density estimators to non-parametric regressions.

Apr 9, 2021

An Introduction to Kernel Methods

Apr 9, 2021

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Robust Covariance for Anomaly Detection

Detecting anomalies and outliers by means of the Mahalanobis distance.

Dec 22, 2020

Robust Covariance for Anomaly Detection

Dec 22, 2020

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An Introduction to Design of Experiments

Generating representative experimental data.

Nov 13, 2020

An Introduction to Design of Experiments

Nov 13, 2020

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A Concise Guide to Statistical Hypothesis Testing

The frequentist approach to statistical inference.

Aug 12, 2020

A Concise Guide to Statistical Hypothesis Testing

Aug 12, 2020

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Uncertainty Assessment of Predictions with Bayesian Inference

An introduction to computational Bayesian statistics.

Apr 11, 2020

Uncertainty Assessment of Predictions with Bayesian Inference

Apr 11, 2020

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Bayesian Neural Networks with TensorFlow Probability

A step by step guide to uncertainty prediction with probabilistic modeling.

Jan 31, 2020

Bayesian Neural Networks with TensorFlow Probability

Jan 31, 2020

Georgi Tancev

Georgi Tancev

PhD⋅Research Scientist⋅Data & Digital

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