Process Technology and Modeling Committee

Technical Programming

2025 TMS Annual Meeting & Exhibition: Algorithms Development in Materials Science and Engineering: Organized by Remi Dingreville; Saaketh Desai; Hojun Lim; Jeremy Mason; Vimal Ramanuj; Sam Reeve; Douglas Spearot

A foundational aspect of Materials Science is to understand, characterize, and predict the underlying mechanisms and behaviors of materials. Computational modeling and simulation provide many critical insights in these efforts, but also require constant development, validation, and application of numerical techniques. This symposium invites abstracts on the development and application of novel algorithms for materials science and engineering. This year’s symposium will especially focus on (but is not limited to) the following topical areas: Novel methodologies for data mining, machine learning, image processing, microstructure generation, high-throughput databases and experiments. Surrogate and reduced-order modeling, and extracting useful insights from large data sets of numerical and experimental results. Algorithm development to enhance or accelerate classical computational materials science tools including density functional theory, molecular dynamics, Monte Carlo simulation, dislocation dynamics, phase-field modeling, CALPHAD, crystal plasticity, and finite element analysis. Development of novel physics-based, multiscale, multi-physics materials modeling. Algorithm development for fusing and evaluating the quality of multimodal data and their incorporation into computational materials workflows. Uncertainty quantification, statistical metrics from image-based synthetic microstructure generation, model comparisons, and validation studies related to novel algorithms and/or methods in computational material science. Development of novel methodologies for the analysis and management of data, including best practices for `FAIRization’ of data (FAIR: Findable, Accessible, Interpretable, Reproducible), as well as best practices for research software development and dissemination. Selected presentations will be invited to submit full papers for a IMMI issue (5-10 papers).

2025 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Thermodynamics and Rate Phenomena: Organized by Alexandra Anderson; Adrian Sabau; Chukwunwike Iloeje; Adamantia Lazou; Kayla Molnar

Materials processing involves inherently interlinked and complex chemical, thermal, mechanical, and physical operations, spanning from the extraction of raw materials to the shaping and heat treatment of final products. This symposium is dedicated to improving the understanding of materials production and process technology through multiple experimental and modeling techniques. At TMS2025, this symposium will focus on first principle and applied studies of thermodynamics and rate-governed phenomena, including reaction kinetics and meso-, macro-scale transport of mass, momentum, and energy throughout the sequence of processing operations. Studies that provide the necessary framework for improved understanding of materials manufacturing unit operations leading to optimized process designs and control are especially encouraged. This symposium is cross-functional in nature and is open to all materials, such as ferrous and nonferrous metals, composites and ceramics, and their relevant synthesis and manufacturing techniques. Examples of subjects include, but are not limited to: • Thermodynamic modeling (i.e., CALPHAD-based methods) for the optimization of alloy solutions, slag compositions, and other types of materials. • Mass and energy balance simulations of material processing systems using of software such as FactSage, MPE, HSC-SIM and METSIM. • Both experimental and numerical studies on kinetic rate theories pertaining to crucial material processes such as chemical reactions, diffusion, nucleation and phase transformations, and solidification. • Numerical modeling and simulation, such as computational fluid dynamics (CFD), of multi-scale transport phenomena in unit operations. • Development and application of process simulations that utilize a combination of thermodynamic, kinetic and transport equations to simulate and/or control individual unit operations and/or plants. Materials processing abstracts on topics other than thermodynamics and rate phenomena will also be considered for presentation.

2025 TMS Annual Meeting & Exhibition: REWAS 2025: Automation and Digitalization in Recycling Processes: Organized by Adamantia Lazou; Mertol Gokelma; Christina Meskers; Elsa Olivetti

Digitalization and automation are constantly changing the scene of material processing. In this symposium, particular emphasis is given to the role of modeling approaches in improving the recycling processes. Digital approaches can enhance process control, evaluate processing parameters and the quality of final products. More specifically, the role of process models and simulation tools for the optimization and development of metallurgical processing will be explored. Particular focus will be given to monitoring minor elements. Further, modeling approaches, such as machine learning algorithms, and thermodynamic, kinetic, and multiphase modeling tools for integrating secondary sources into the production lines, will be highlighted.

2024 TMS Annual Meeting & Exhibition: Advances in Pyrometallurgy: Furnace Containment: Organized by Gerardo Alvear Flores; Camille Fleuriault; Dean Gregurek; Quinn Reynolds; Hugo Joubert; Stuart Nicol; Phillip Mackey; Jesse White; Isabelle Nolet

The purpose of the furnace containment system is to hold both process materials and energy associated with pyrometallurgical processes. The methods in which the challenges of containing corrosive and abrasive materials at extreme temperatures will be addressed, whether they are used across commodities or technology specific. There is much to be learned from cross-commodity and cross-technology perspectives. The intention of this symposium is to create a platform for the exchange of ideas on the challenges, solutions, failures, and successes in furnace containment designs and applications. Bringing together perspectives from industry, design houses, and research institutions will be ideal. For the symposium, the furnaces associated with solid-state processes are included although the focus will be smelters. Themes 1. Advances in furnace lining design philosophies 2. Advances in furnace design configurations and other design considerations 3. Problems experienced and their solutions implemented during construction and commissioning 4. Integration of new concepts into old smelters 5. Back to basics: refractory materials, shells, and cooling systems 6. Maintaining and monitoring 7. Process control and slag design 8. Lessons learned

2024 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Iron and Steel Production: Organized by Samuel Wagstaff; Alexandra Anderson; Chukwunwike Iloeje; Adrian Sabau

This symposium is dedicated to materials processing including: synthesis, analysis, design, monitoring, and control of metals, materials, and metallurgical processes and phenomena. This symposium is cross-functional in nature and is open to all materials and their relevant synthesis and production processes. At TMS 2024 a particular focus will be placed on the fundamentals of iron and steel production including ladle processing, casting, rolling, forging, and subsequent surface treatments. Typically dedicated to the fundamental understanding of materials manufacturing processes, this symposium is also dedicated to advances which increase efficiency, yield, or environmental friendliness of said processes. As non-limiting examples subjects might include: * Use of Artificial Intelligence or Big Data in the control or optimization of industrial processes. * Modelling or optimization of recycle streams and scrap loops. * Measurement and control of process parameters * Modeling transport phenomena in materials processing and metallurgical processes involving iron, steel, nonferrous metals, and composites. * Thermodynamics, kinetics, and physical chemistry of materials processes and modelling thereof. Materials processing abstracts on topics other than iron and steel may be considered for presentation.

2024 TMS Annual Meeting & Exhibition: Measurement and Control of High-temperature Processes: Organized by Alexandra Anderson; Matthew Zappulla; Dean Gregurek; Stuart Nicol; Kristian Mackowiak

Accurate and reliable measurements are the foundation of well-controlled processes. The high-temperature environments inherent in many industrial operations, including metal smelting and casting, heat treating, and nuclear power generation make measurements challenging due to the instability of electronics at elevated temperatures, increased rates of corrosion and mechanical degradation of instrument materials, and dust formation and infiltration. In order to effectively measure the conditions in these processes, the instruments and equipment used in these applications must have excellent chemical stability, resistance to thermal shock, and mechanical integrity over a wide range of temperatures. Accurate measurement is necessary but not sufficient for successful high-temperature processes; informed use of these measurements by means of integrated control mechanisms is also critical for maintaining stable and productive operations. This symposium will focus on exploring (1) proven and/or novel measurement techniques for use in high-temperature environments (including measurement of temperature, velocity, pressure, chemical composition, or other parameters) and (2) process control schemes employed in these environments, with preference given to those implemented in industrial operations. The industrial processes of interest include, but are not limited to: - Metallurgical production furnaces - Heat treating furnaces - Casting line operations - Molten salt electrolysis cells, including Hall-Heroult cells - Nuclear reactors - Gas turbines

2023 TMS Annual Meeting & Exhibition: Frontiers in Solidification: An MPMD Symposium Honoring Jonathan A. Dantzig: Organized by Andre Phillion; Michel Rappaz; Melis Serefoglu; Damien Tourret

The ninth edition of the "Frontiers in Solidification" symposium series is dedicated to Jonathan A. Dantzig, a recognized world leader in the field of solidification, casting, and computational modelling of materials processing and microstructure development. Starting his career in process modelling, Jon later tackled more fundamental aspects of solidification modeling at the microstructure level. Therefore, this edition is particularly focused on process and microstructure modeling, even though contributions across the entire field of solidification are welcome. These include: - Fundamental aspects of solidification which advance our understanding of how microstructures develop and evolve during solidification experiments or processes; - Contributions which put forward original interpretations, observations of novel phenomena, and outstanding challenges from both fundamental and applied perspectives, as well as transfer of fundamental knowledge to practical applications; - Investigation methods including theory, experiments, characterization, modeling across all relevant length and time scales, as well as data-driven approaches; - Contributions that combine novel characterization techniques, challenging property measurements, and computational simulations across scales are especially encouraged.

2023 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Organized by Samuel Wagstaff; Alexandra Anderson; Adrian Sabau

This symposium is dedicated to materials processing including: synthesis, analysis, design, monitoring, and control of metals, materials, and metallurgical processes and phenomena. Topics will include: Use of Artificial Intelligence or Big Data in the control or optimization of industrial processes. Modelling or optimization of recycle streams and scrap loops. Measurement and control in hostile environments. Modeling transport phenomena in materials processing and metallurgical processes involving iron, steel, nonferrous metals, and composites Thermodynamics, kinetics, and physical chemistry of materials processes and modelling thereof

2023 TMS Annual Meeting & Exhibition: Materials Research in Reduced Gravity: Organized by Wilhelmus Sillekens; Michael Sansoucie; Robert Hyers; Douglas Matson; Gwendolyn Bracker

The absence of gravitational effects such as thermal and solutal buoyancy enables investigation of a large range of different phenomena in materials science. These reduced-gravity experiments can isolate phenomena otherwise obscured in ground-based experiments, leading to new discoveries that can improve materials and processes here on Earth. Long-term experiments in microgravity have a long history – from the early days of spaceflight to current experiments onboard the International Space Station. Other platforms for reduced gravity experiments include drop tubes and towers that provide seconds of reduced gravity, aircraft (parabolic flights) that provide tens of seconds, and sounding rockets that provide hundreds of seconds. Abstracts are solicited in all areas of materials research employing reduced gravity, including crystal growth, containerless processing, materials processing and properties, and experimental facilities for materials research. This symposium continues the series "Experimental Methods in Microgravity Materials Research" and "Materials Research in Reduced Gravity", which have been recurrently held at the TMS Annual Meeting since the 1980s.

2022 TMS Annual Meeting & Exhibition: Furnace Tapping 2022: Organized by Joalet Steenkamp; Dean Gregurek; Quinn Reynolds; Gerardo Alvear Flores; Hugo Joubert; Phillip Mackey

Many a metallurgist fell in love with pyrometallurgy after witnessing a smelter being tapped. There is something magical in the combination of light, energy and danger that simultaneously stirs the primal instincts to ‘run for your life’ and ‘go closer and have a look’. But tapping a smelter is not an easy task. Much engineering go into the design of the tap-hole. Due to the aggressive nature of the process, material selection is as important as layout. The design process kicks off with a set of design criteria, which needs to be revised as the results of laboratory, compational fluid dynamics (CFD) and time-and-motion studies become available. The tap-hole life-cyle is taken into account with designers addressing the requirements for installation and operability as well as for maintenance. Matters such as online monitoring of the taphole wear, handling of liquid products, and extraction of fumes are all taken into account. Though tap-hole life can be improved with proper design, a good design can be destroyed with incorrect tapping practices and equipment. Despite the harshness of the tapfloor environment, it requires precision equipment and operating practices. The design and maintenance of the drilling, tapping and plugging equipment and materials plays an equally important role in tap-hole life and tapfloor safety. As does protective equipment. Operators want the tap-hole life to be as long as possible since tap-hole failures is often the cause for a reline—a very expensive exercise in an upcycle when the cost of a new lining is small compared to the loss in production. Managing the maintenance and reline schedule is a challenge with lessons often learned the hard way. The first thing students are taught in pyrometallurgy courses is how to compile a mass and energy balance for a smelter. An accounting mass and energy balance is used not only to schedule furnace taps but also to make process decisions. Process variables measured during or after tapping are important inputs to a workable mass and energy balance. Even though much has been done to make the tapping process as automatic as possible, tapping of smelters cannot be done without labour. Tap floor operators work in harsh environments where safety is of utmost importance. Selection of suitable personnel and intensive training is required. No pyrometallurgical smelter can operate without some form of tapping system. It is the one thing all smelters have in common. A meeting point of science, technology and skill. So let us talk about it.

2022 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Organized by Samuel Wagstaff; Alexandra Anderson; Jonghyun Lee; Adrian Sabau; Fiseha Tesfaye

The key interest areas to be covered in this symposium are all aspects of the fundamentals, synthesis, analysis, design, monitoring, and control of metals, materials, and metallurgical processes and phenomena. Topics will include: • Experimental, analytical, physical, and computer modeling of physical chemistry and thermodynamics • Modeling on the transport phenomena in materials processing and metallurgical processes involving iron, steel, nonferrous metals, and composites • Second-phase particles in metals and processes, such as non-metallic inclusions and bubbles in metals (steel, aluminum, silicon, magnesium, etc.) or gas bubbles in slag or electrolyte (foaming, gas evolution or injection, etc.); the fundamentals (experimental studies or theoretical studies) on the nucleation, growth, motion and removal of these second-phase particles from the molten metal or reactors • Physical chemistry, thermodynamics, and kinetics for the production and refining of rare earth metals • Control of industrial processes in the field of extraction and processing of metals and materials: novel sensors for hostile-environment materials processes, such as online inclusion detection, temperature, and velocity in molten materials, surface condition of hot moving products, etc.; innovative online sampling and analysis techniques; models for real-time process control and quality monitoring systems; big data or artificial intelligence control of processes.

2022 TMS Annual Meeting & Exhibition: REWAS 2022:�Automation and Digitalization for Advanced Manufacturing: Organized by Elsa Olivetti; Alexandra Anderson; Mertol Gokelma; Camille Fleuriault; Kaka Ma

Over the last 20 years, the manufacturing landscape has been transformed by the growing take of digital sciences on the improvement of product and processes. Most innovative solutions for advanced materials production are being developed via automation,�computerization�and digitalization. In this symposium, the role of modelling and programming technologies in waste management, the reduction of environmental footprints and the optimization of industrial processes will be explored.�Session topics include: - Advanced Process Simulation and Visualization Techniques - Use of Artificial Intelligence for Improved Process Control & Optimization - Automation of Recycling Processes

2022 TMS Annual Meeting & Exhibition: REWAS 2022:�Decarbonizing the Materials Industry: Organized by Camille Fleuriault; Christina Meskers; Mertol Gokelma; Elsa Olivetti; Jesse White; Chukwunwike Iloeje; Neale Neelameggham; Kaka Ma

This symposium covers decarbonization efforts across the primary and secondary industries via development of alternative, renewable energies and the optimization of fuel consumption for energy generation. Described concepts will refer to recent technologies or policies used for the purpose of reducing CO2 emissions. In particular,�hydrogen reduction, inert anode smelting and alternative sources of energy for production plants�are of interest. Beyond the technologies described, emphasis should be made on the metrics used for the quantification of carbon reduction.�� Session topics include: - Carbon Capture and Utilization, Carbon Capture and Storage�� - Alternative reduction and carburization sources� - Alternative energy sources in the manufacturing industry� - Decarbonization in the primary Al Production�

2021 TMS Annual Meeting & Exhibition: Computational Techniques for Multi-Scale Modeling in Advanced Manufacturing: Organized by Adrian Sabau; Anthony Rollett; Laurentiu Nastac; Mei Li; Alexandra Anderson; Srujan Rokkam

The purpose of the symposium is to present the development of computational techniques for the modeling of multi-scale phenomena in materials processing and advanced manufacturing processes such as additive manufacturing. The submitted papers should address the new application of conventional techniques or new, more efficient, numerical methods and solution algorithms for the solution of problems that involve multiple-scale phenomena. Typical topics may include solution algorithms for coupling of models that describe microscale, mesoscale, and macroscale phenomena, deterministic and stochastic models, phase field simulations, cellular automata, direct numerical simulations of microstructure, mass transport, stress evolution during solidification, and fluid dynamics effects. In addition to theoretical studies, experimental efforts that generate data to validate the models are encouraged; as are applications of these techniques to solve actual complex problems faced by industry in developing new materials and new processes. Topics may pertain to phenomena related to any material or metallurgical processes.

2021 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Organized by Jonghyun Lee; Samuel Wagstaff; Alexandra Anderson; Fiseha Tesfaye; Guillaume Lambotte; Antoine Allanore

The key interest areas to be covered in this symposium are all aspects of the fundamentals, synthesis, analysis, design, monitoring, and control of metals, materials, and metallurgical processes and phenomena. Topics will include: • Experimental, analytical, physical, and computer modeling of physical chemistry and thermodynamics • Modeling on the transport phenomena in materials processing and metallurgical processes involving iron, steel, nonferrous metals, and composites • Second-phase particles in metals and processes, such as non-metallic inclusions and bubbles in metals (steel, aluminum, silicon, magnesium, etc.) or gas bubbles in slag or electrolyte (foaming, gas evolution or injection, etc.); the fundamentals (experimental studies or theoretical studies) on the nucleation, growth, motion and removal of these second-phase particles from the molten metal or reactors • Physical chemistry, thermodynamics, and kinetics for the production and refining of rare earth metals • Control of industrial processes in the field of extraction and processing of metals and materials: novel sensors for hostile-environment materials processes, such as online inclusion detection, temperature, and velocity in molten materials, surface condition of hot moving products, etc.; innovative online sampling and analysis techniques; models for real-time process control and quality monitoring systems

2020 TMS Annual Meeting & Exhibition: PbZn 2020: The 9th International Symposium on Lead and Zinc Processing: Organized by Andreas Siegmund; Shafiq Alam; Joseph Grogan; Ulrich Kerney; Cheng Liu; Etsuro Shibata

The Lead – Zinc 2020 symposium builds on the successes of the original 1970 meeting, the subsequent conferences held in 1980, 1990, 2000 and 2010, the Zinc – Lead symposia in Japan organized by MMIJ in 1995 and 2005, the Lead-Zinc conference in Germany by GDMB in 2015, as well as the Canadian Lead – Zinc conferences organized by MetSoc in 1998 and 2008. It will provide an international forum for the lead and zinc processing industries bringing together operators, engineers and researchers to exchange information about all aspects of current processing technologies for primary and secondary lead and zinc, as well as emerging technologies for both metals. The symposium scope extends from process fundamentals to operational practices, and also includes the important aspect of environmental issues. At the operations level, comprehensive reviews of the major applications of both metals are outlined. Emphasis will be placed on recent commercial developments with less energy intensive technologies which are in harmony with environmental conservation. At the research level, the emphasis is placed on the better understanding of existing technologies and the development of new processing concepts. Environmental concerns, associated with the processing of both metals, are considered along with acceptable treatment and handling of by-products, wastes and bleed streams by the industry. A highlight of the conference will be a series of plenary lectures by industry leaders. Various social events are scheduled, and these will allow informal discussions and networking among the delegates. After the symposium, industrial tours are planned to various North American lead and zinc processing operations. Topics to be discussed at the symposium include: * Global factors affecting the production of zinc and lead including the economic aspects of the industries, product development and marketing endeavors, and environmental and health issues, * Surveys of existing smelters and refineries for primary and secondary lead and zinc production, * Zinc production technology (roast-leach-electrowinning route including iron control, pyrometallurgical processes, ISP, slag fuming, Waelz furnace, TBRC and new technologies including direct concentrate leaching and smelting, pyrometallurgical refining and oxide ore processing), * Lead production technology (pyrometallurgical processes such as the ISP, blast furnace, QSL, KIVCET, SKS-RSKS and TSL, as well as pyrometallurgical refining, electrorefining, slag fuming and new processes), * Product applications and marketing (galvanization of steel, chemicals, ZnO, lead-acid batteries) and new product development, * Recycling technologies and product life cycle issues (e.g. electric arc furnace dust treatment and direct de-zincing, secondary lead processing), and * Fundamental research and basic studies related to new Pb and Zn processes and to the understanding and basic theories of Pb and Zn processing.

2020 TMS Annual Meeting & Exhibition: Electrometallurgy 2020: Organized by Antoine Allanore; Michael Free; Georges Houlachi; Hojong Kim; Takanari Ouchi; Shijie Wang

Electrolytic processing is used commercially to recover and/or refine metals including large–scale production of aluminum, copper, magnesium, nickel, and zinc as well as, on a smaller scale, for recovery and refining of gold and silver. There are also exciting opportunities to utilize electrometallurgy in the production of titanium, lead, and other metals. Electrolytic processing of metals faces common challenges that include energy utilization, chemistry, productivity, and safety. To meet the present challenges in commercial electrometallurgy, a variety of technological advances have been made. Similar challenges will be faced in the future, requiring process improvements and innovations. The 3rd International Symposium on Electrometallurgy – building on the success of Orlando 2012 and Quebec City 2016, will bring together industry, consulting engineers and researchers to discuss fundamental research, development, and/or application of innovative aqueous or molten salt electrometallurgical processing technologies for the extraction of metals. The Symposium will provide a forum for the international metallurgical community to discuss innovative approaches to reduce the energy consumption during electrolysis of metals. This Symposium is organized by TMS and Met Soc, with the leadership of the TMS Extraction and Processing Division, with support from the Hydrometallurgy and Electrometallurgy, Process Modeling and Technology, and Pyrometallurgy Committees.

2020 TMS Annual Meeting & Exhibition: Materials Processing Fundamentals: Organized by Jonghyun Lee; Guillaume Lambotte; Samuel Wagstaff; Antoine Allanore; Fiseha Tesfaye

The key interest areas to be covered in this symposium are all aspects of the fundamentals, synthesis, analysis, design, monitoring, and control of metals, materials, and metallurgical processes and phenomena. Topics will include: • Experimental, analytical, physical, and computer modeling of physical chemistry and thermodynamics • Modeling on the transport phenomena in materials processing and metallurgical processes involving iron, steel, nonferrous metals, and composites • Second-phase particles in metals and processes, such as non-metallic inclusions and bubbles in metals (steel, aluminum, silicon, magnesium, etc.) or gas bubbles in slag or electrolyte (foaming, gas evolution or injection, etc.); the fundamentals (experimental studies or theoretical studies) on the nucleation, growth, motion and removal of these second-phase particles from the molten metal or reactors • Physical chemistry, thermodynamics, and kinetics for the production and refining of rare earth metals • Control of industrial processes in the field of extraction and processing of metals and materials: novel sensors for hostile-environment materials processes, such as online inclusion detection, temperature, and velocity in molten materials, surface condition of hot moving products, etc.; innovative online sampling and analysis techniques; models for real-time process control and quality monitoring systems

2020 TMS Annual Meeting & Exhibition: Materials Research in Reduced Gravity: Organized by Robert Hyers; Douglas Matson; Michael Sansoucie; Shaun McFadden; Jonghyun Lee; Wilhelmus Sillekens; Takehiko Ishikawa

The absence of gravitational effects such as thermal and solutal buoyancy enables investigation of a large range of different phenomena in materials science. These reduced-gravity experiments can isolate phenomena otherwise obscured in ground-based experiments leading to new discoveries that can improve materials and processes here on Earth. Long-term experiments in microgravity have a long history – from the early days of spaceflight to current experiments on the International Space Station. Ground-based facilities for reduced gravity experiment include drop tubes and towers that provide seconds of reduced gravity, aircraft that provide tens of seconds, and suborbital rockets that provide hundreds of seconds. Abstracts are solicited in all areas of materials research employing reduced gravity, including crystal growth, containerless processing, materials processing and properties, and experimental facilities for materials research.

2020 TMS Annual Meeting & Exhibition: Process Metallurgy and Electrochemistry of Molten Salts, Liquid Metal Batteries, and Extra-terrestrial Materials Processing: An EPD Symposium in Honor of Don Sadoway: Organized by Antoine Allanore; Hojong Kim; Takanari Ouchi; Yasuhiro Fukunaka

Electrometallurgy 2020 in San Diego will host Sadoway 70, a Honorary Symposium dedicated to the innovative contributions of Prof. Donald Sadoway from MIT, encompassing process metallurgy and electrochemistry of molten salts, liquid metal batteries, or extra-terrestrial materials processing. Abstract submission to Electrometallurgy 2020 are by invitation only. Please contract the organizers for more information.