<?xml version="1.0" encoding="utf-8" standalone="yes"?><rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom"><channel><title>AI for Geoscience |</title><link>https://haklidir.github.io/tags/ai-for-geoscience/</link><atom:link href="https://haklidir.github.io/tags/ai-for-geoscience/index.xml" rel="self" type="application/rss+xml"/><description>AI for Geoscience</description><generator>HugoBlox Kit (https://hugoblox.com)</generator><language>en-us</language><lastBuildDate>Thu, 01 Jan 2026 00:00:00 +0000</lastBuildDate><image><url>https://haklidir.github.io/media/icon_hu_1c0e9cb08cfb822a.png</url><title>AI for Geoscience</title><link>https://haklidir.github.io/tags/ai-for-geoscience/</link></image><item><title>Advancing geothermal reservoir temperature prediction in the Western Anatolia (Türkiye) using synthetic hydrogeochemical data from rank–Gaussian copulas</title><link>https://haklidir.github.io/publications/copula-synthetic-data-reservoir-temperature-geothermics-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/copula-synthetic-data-reservoir-temperature-geothermics-2026/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Agent-Based Reinforcement Learning for Geochemical Control in Geothermal Energy Systems</title><link>https://haklidir.github.io/publications/geochemical-control-rl-gsl-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/geochemical-control-rl-gsl-2026/</guid><description>&lt;p&gt;Research area:
,
.&lt;/p&gt;</description></item><item><title>From Fuzzy Logic to Agentic AI: Dynamic Reservoir Management for Long-Term Geothermal Sustainability</title><link>https://haklidir.github.io/publications/fuzzy-to-agentic-reservoir-management-wgc-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/fuzzy-to-agentic-reservoir-management-wgc-2026/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Predicting dissolved lithium in geothermal fluids from routine hydrogeochemistry: a machine learning framework with calibrated uncertainty quantification</title><link>https://haklidir.github.io/publications/lithium-prediction-uq-esi-2026/</link><pubDate>Thu, 01 Jan 2026 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/lithium-prediction-uq-esi-2026/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Enhancing Reservoir Temperature Prediction in Western Anatolia Geothermal Systems by Generating Synthetic Hydrogeochemical Data Using Generative Adversarial Networks</title><link>https://haklidir.github.io/publications/reservoir-temperature-gan-stanford-2025/</link><pubDate>Mon, 10 Feb 2025 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/reservoir-temperature-gan-stanford-2025/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Artificial Intelligence Approaches for Sustainable Geothermal Energy Systems: With a Case Study</title><link>https://haklidir.github.io/publications/geothermal-ai-stanford-2024/</link><pubDate>Mon, 12 Feb 2024 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/geothermal-ai-stanford-2024/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Prediction of geothermal originated boron contamination by deep learning approach: at Western Anatolia Geothermal Systems in Turkey</title><link>https://haklidir.github.io/publications/boron-contamination-deep-learning-ees-2020/</link><pubDate>Wed, 01 Apr 2020 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/boron-contamination-deep-learning-ees-2020/</guid><description>&lt;p&gt;Uses hydrogeochemical variables and a deep neural network to predict boron contamination originating from geothermal systems in Western Anatolia, and uses the model to discuss sustainable discharge scenarios.&lt;/p&gt;
&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>The Reservoir Temperature Prediction Using Hydrogeochemical Indicators by Machine Learning: Western Anatolia (Turkey) Case</title><link>https://haklidir.github.io/publications/reservoir-temperature-ml-wgc-2020/</link><pubDate>Wed, 01 Jan 2020 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/reservoir-temperature-ml-wgc-2020/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Prediction of Reservoir Temperatures Using Hydrogeochemical Data, Western Anatolia Geothermal Systems (Turkey): A Machine Learning Approach</title><link>https://haklidir.github.io/publications/reservoir-temperature-ml-nrr-2020/</link><pubDate>Wed, 27 Nov 2019 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/reservoir-temperature-ml-nrr-2020/</guid><description>&lt;p&gt;A deep neural network forecasts geothermal reservoir temperatures from routine water-chemistry data, offering a way to reduce exploration risk and cost before drilling.&lt;/p&gt;
&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>The Fluid Temperature Prediction with Hydro-geochemical Indicators Using a Deep Learning Model: A Case Study Western Anatolia (Turkey)</title><link>https://haklidir.github.io/publications/fluid-temperature-deep-learning-stanford-2019/</link><pubDate>Mon, 11 Feb 2019 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/fluid-temperature-deep-learning-stanford-2019/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Fuzzy control of calcium carbonate and silica scales in geothermal systems</title><link>https://haklidir.github.io/publications/scale-fuzzy-control-geothermics-2017/</link><pubDate>Tue, 11 Jul 2017 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/scale-fuzzy-control-geothermics-2017/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Fuzzy Control of Calcium Carbonate and Silica Scales in Geothermal Systems</title><link>https://haklidir.github.io/publications/scale-fuzzy-control-wgc-2015/</link><pubDate>Sun, 19 Apr 2015 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/scale-fuzzy-control-wgc-2015/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Hydrogen Production from Geothermal Sources in Turkey</title><link>https://haklidir.github.io/publications/hydrogen-geothermal-turkey-wgc-2010/</link><pubDate>Sun, 25 Apr 2010 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/hydrogen-geothermal-turkey-wgc-2010/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>The possibilities for hydrogen production from H2S and storage in the Black Sea</title><link>https://haklidir.github.io/publications/hydrogen-h2s-black-sea-ijnhpa-2009/</link><pubDate>Thu, 01 Jan 2009 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/hydrogen-h2s-black-sea-ijnhpa-2009/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Hydrogen Production from Geothermal Sources</title><link>https://haklidir.github.io/publications/hydrogen-geothermal-ihec-2007/</link><pubDate>Fri, 13 Jul 2007 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/hydrogen-geothermal-ihec-2007/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Possibilities for Hydrogen Production from H2S and Storage in the Black Sea</title><link>https://haklidir.github.io/publications/hydrogen-h2s-black-sea-htm-2007/</link><pubDate>Mon, 21 May 2007 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/hydrogen-h2s-black-sea-htm-2007/</guid><description>&lt;p&gt;Keynote speaker and co-chair.&lt;/p&gt;
&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Possibilities of Production and Storage of Hydrogen in the Black Sea</title><link>https://haklidir.github.io/publications/hydrogen-black-sea-whec-2006/</link><pubDate>Tue, 13 Jun 2006 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/hydrogen-black-sea-whec-2006/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item><item><title>Black Sea, a Hydrogen Source</title><link>https://haklidir.github.io/publications/black-sea-hydrogen-source-ihec-2005/</link><pubDate>Wed, 13 Jul 2005 00:00:00 +0000</pubDate><guid>https://haklidir.github.io/publications/black-sea-hydrogen-source-ihec-2005/</guid><description>&lt;p&gt;Research area:
.&lt;/p&gt;</description></item></channel></rss>