Additive Snack

Fabian Alefeld hosts Pan Michaleris, founder of PanOptimization (PanX), and Erik Denlinger, co-founder and chief engineer, to discuss the evolution and role of simulation and finite element analysis (FEA) in additive manufacturing. Pan shares his background as a Penn State professor and entrepreneur (including a prior company acquired by Autodesk) and explains how simulation helps reduce costly trial-and-error builds by predicting distortion, temperature, stress, buckling, cracking, and recoater risks, while moving toward closed-loop manufacturing-to-design workflows and property prediction. Erik outlines PanX’s commercial capabilities - fast thermo-mechanical simulation for very large parts, distortion compensation, and dwell-time optimization - and describes proof-of-concept work on controlling melt quality and hardness via parameter modulation. They cover adoption in aerospace/defense and new space, qualification implications, integration with build-prep workflows (e.g., EOS/Velosis), and cautious, validation-focused views on AI surrogate models.

00:00 Welcome and Episode Preview

01:13 Meet Pan and Erik

01:59 Pan’s Journey to PanX

03:59 Erik’s Origin Story

05:10 FEA History and the Elephant Test

08:32 Why Additive Needs Simulation

10:23 Closing the Design Manufacturing Loop

14:33 PanX Today Core Capabilities

17:30 From Distortion to Material Properties

20:25 Making Simulation Usable for Engineers

27:06 Workflow Integration and Automation

29:44 From Failures to Design

30:41 Who Uses PanX Today

32:41 Simulation for Qualification

35:17 Layerwise Parameter Control

38:51 Why FEA Is Hard

41:38 AI and Surrogate Models

46:53 Future Material Tailoring

48:37 Roadmap Workflow Integration

52:27 Closing Thoughts and Wrap

Creators and Guests

Host
Fabian Alefeld

What is Additive Snack?

Join host Fabian Alefeld and a range of guests as they discuss all things additive manufacturing (AM) and 3D printing news, with interviews and real-world stories to educate and entertain. Each episode, Fabian talks to AM experts, professionals in specialist fields, and 3D printing users from all walks of life to deliver a well-rounded view on the state of AM.

Cut through the confusion surrounding polymer and metal additive manufacturing solutions with our digestible, down-to-earth discussions that deliver insights into common mistakes and best practice tips so you can get a clear understanding of AM — layer for layer.

Whether you’re curious about 3D printing technology for the aerospace industry, a deep dive into post processing, or applications of injection molding — we leave no spare parts behind. We want to provide you with the additive insight needed to stay laser focused and leverage every opportunity 3D printing materials have to offer.

Join us for an Additive Snack and we’ll help you and your business achieve growth and success through the latest developments in AM.

No marketing B.S. and no product pitches. Just the education, inspiration and information you and your organization need to drive business growth, brought to you by global AM leader EOS.

Get ready to feed your AM knowledge and find your path to success!