Marcin Rojek

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This is a table of contents I’ve created to help you navigate through various announcements related to byteLAKE’s CFD Suite.

CFD Suite is a collection of innovative AI Models
for Computational Fluid Dynamics (CFD) acceleration.

Now available for the chemical industry, reducing mixing simulations time from hours to minutes.

Table of Contents

  1. First announcement, our very first post on LinkedIn where we announced the course of the CFD Suite project. Unlike in the past, our strategy is to leverage Artificial Intelligence (AI) rather than rely purely on hardware optimizations.
  2. AI for CFD: Intro (part 1): www.byteLAKE.com/en/AI4CFD-pt1
    (also: https://becominghuman.ai/ai-for-cfd-intro-part-1-d1184936fc47)
  3. AI for CFD: join our…


This is a table of contents I’ve created to help you navigate through various announcements related to byteLAKE’s Cognitive Services.

Cognitive Services is a collection of AI models for manufacturing, enabling AI-assisted Visual Inspection and Big Data analytics.

Special version: AI for Paper Industry, enabling AI-assisted monitoring of the papermaking process.

Table of Contents

  1. Machine Vision, how AI brings value to industries
  2. Cognitive Automation helps where RPAs fall short
  3. AI for Manufacturing: Edge AI, Federated Learning, Computer Vision
    (webinar)

    Presentation from the webinar
    Video recording
  4. Revolution in factories: Industry 4.0.
    (conference: Made in Wroclaw 2020)

    Video recording (in Polish, English…


Lenovo Tech World 2021 is literally starting now (Sept 8th) and this year, Lenovo’s visionary annual showcase will focus on the next reality as the world evolves into the post-pandemic era, enabled by smarter technology for all. Exclusive virtual sessions will be delivered by industry leaders as they offer unique insights on the innovations set to transform the way we live, learn, connect, and work over the course of the next year and beyond.

Smarter technology leads to smarter work and better results. We are entering a hybrid world, and technology will help it reach its full potential.

Learn more…


The Economic Forum is the largest political and economic conference in Central and Eastern Europe. For almost 30 years of its history, it has become a platform for exchanging views and shaping the opinions of leaders, as well as one of the most important meeting places for political and business elites in Europe.
(text from: https://www.facebook.com/ForumEkonomiczne)

The XXX Economic Forum will be held on September, 7–9 in Karpacz, under the motto: “Europe in Search of Leadership”.

I am very happy to join the panel discussion which is scheduled for September 8th to talk about Industry 4.0 …


This is byteLAKE, boom!

We offer AI products: AI-accelerated CFD for the chemical industry and AI-assisted process monitoring for the paper industry, and manufacturing. Besides, we offer custom AI software development services related to text, images, videos, sound, and time-series data analytics.

Few years ago we started byteLAKE as a software services company specializing in Artificial Intelligence (AI) and High-Performance Computing (HPC). Through comprehensive research efforts and various projects we delivered across industries, we have been gradually becoming more of a product company though. …


Recently, StartUs Insights, has published a report called: “Discover 5 Top Startups working on Computational Fluid Dynamics”. It reads: “Curious about new technological advancements in the manufacturing industry? Explore our analysis of 441 global startups & scaleups and learn how their computational fluid dynamics (CFD) solutions impact your business!” and the announcement on their website starts with a statement that I could not agree more with: “Staying ahead of the technology curve means strengthening your competitive advantage.” and then the article continues […] “This time, you get to discover 5 hand-picked startups developing computational fluid dynamics solutions.

As a co-founder…


Presentation: AI for CFD

Industries leverage CFD (Computational Fluid Dynamics) simulations to ensure proper chemical mixing, when building aerodynamics models and even when producing a toothpaste, a shower gel, or drugs. Such simulations take time and in the case of chemical mixing, it typically is 4–8 hrs. Learn how you can use AI (Artificial Intelligence) to reduce time to results for CFD simulations from hours to minutes.

Learn more about byteLAKE’s CFD Suite (AI-accelerated CFD)

More about the event:

AI is revolutionizing the way we live and work, from the way we instruct machines to our ability to extract insights…


Międzynarodowe Towarzystwo Automatyki szacuje, że prawie każda fabryka traci co najmniej 5% produkcji z powodu przestojów. Wiele może stracić nawet 20%. Straty z powodu przestojów dla branży przetwórczej (globalnie) szacuje się na 20 miliardów dolarów.

Średni koszt nieplanowanych przestojów dla przemysłu papierniczego wynosi 220 000 USD dziennie (International Journal of Strategic Engineering Asset Management).

Koszty inspekcji jakościowej rosną a jednocześnie wiele branż boryka się z ograniczonym dostępem do wykwalifikowanego personelu. Niska jakość produktów i ograniczony monitoring procesów wytwórczych negatywnie wpływają na zadowolenie klientów, reputację firmy itp. Słabe liczenie produktów oznacza straty (gratisy = dajemy zbyt wiele) lub rozczarowanych klientów (wysłaliśmy…


This is a typical question my team at byteLAKE is asked every time we only even mention the notorious acronym AI (Artificial Intelligence) in a sentence. In the CFD (Computational Fluid Dynamics) context, this is a very valid concern as the CFD world is mostly using CPU-only architectures to run their simulations. There are, however, some efforts and products that can help you accelerate such simulations with accelerators like GPUs or FPGAs. BTW, we have tried that route at byteLAKE (a story about which you can read in my previous posts i.e. www.byteLAKE.com/en/AI4CFD-pt1). Nevertheless, the efforts needed, the costs, and…


My team at byteLAKE has analyzed the performance of byteLAKE’s CFD Suite (Computational Fluid Dynamics accelerated with Artificial Intelligence), an HPC application, across various configurations, incl. single node (server) with 2 Intel CPUs and 2 NVIDIA GPUs, and many nodes of a CPU-only cluster (HPC). The report below summarizes CFD Suite’s scalability with Intel technologies for AI models training and OpenVINO-optimized inferencing.

For those of you who are not familiar with what CFD Suite is, it is a collection of innovative AI Models (Artificial Intelligence) for Computational Fluid Dynamics (CFD) acceleration. …

Marcin Rojek

Co Founder @ byteLAKE | AI-accelerated CFD | AI for Chemical Industry, Paper Industry, Manufacturing | Industry 4.0

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