We found 39 YouTube channels similar to SimScale
Similar to SimScale in serving engineering simulation use cases (high overlap on queries like AI petrochemical and thermal simulations) with a strong content focus on AI-enabled and manufacturing-related simulations, reflected by an 86% match (search 91%, content 82%).
Similar in addressing cloud-native and scalable simulation topics such as cloud-native FEM and simulation scalability, driven by high search alignment (100%) but moderate content overlap (70%), indicating shared audience with different presentation style.
Similar through emphasis on AI workflows and cloud-native simulation for engineering contexts, matching on AI/engineering simulation queries (search 75%, content 74%), yielding a 74% overall match.
Parallels SimScale in AI-assisted petrochemical and manufacturing simulations as well as electromagnetic and multiphysics topics, supported by a 73% overall match (search 59%, content 81%) and overlapping audience.
![CNCF [Cloud Native Computing Foundation] YouTube channel thumbnail](/img/channel-thumbnail/UCvqbFHwN-nwalWPjPUKpvTA)
Shares a focus on cloud-native FEM and cloud-based simulation concepts, reflected in a 68% match (search 65%, content 71%) signaling alignment on platform-level simulation topics.
Similar in targeting AI-driven and manufacturing simulations and digital twin concepts, with an overall 67% match (search 57%, content 74%), indicating overlap in AI-enabled simulation content though often broader as a hardware/software ecosystem.
33 additional channels that were close
| Rank | Relevance | Channel | Similarity | Subscribers | SERP | Appearances |
|---|---|---|---|---|---|---|
| #7 | 66% | Flowthermolab | 79% | 4.7K | 48% | 3 |
| #8 | 65% | Jousef Murad LITE | 80% | 7.9K | 43% | 3 |
| #9 | 65% | Hawk Ridge Systems ▶ | 76% | 57.5K | 48% | 7 |
| #10 | 64% | The Efficient Engineer ▶ | 74% | 1.4M | 48% | 3 |
| #11 | 61% | cgcircuitLLC | 72% | 15.2K | 43% | 2 |
| #12 | 59% | NVIDIA Omniverse | 75% | 52.2K | 36% | 4 |
| #13 | 59% | DiveInto with James Spurin | 69% | 5.7K | 44% | 3 |
| #14 | 58% | Ruslan Miftakhov - AI Research | 78% | 5.3K | 29% | 1 |
| #15 | 58% | New Mind | 76% | 738K | 32% | 4 |
| #16 | 57% | Autodesk Simulation | 78% | 21.6K | 25% | 4 |
| #17 | 57% | SIMULIA | 79% | 25.2K | 24% | 5 |
| #18 | 57% | Animagraffs ▶ | 68% | 1.8M | 41% | 3 |
| #19 | 57% | CARinfo3d (En) | 74% | 287K | 31% | 3 |
| #20 | 56% | Dr. Simulate | 70% | 38.6K | 34% | 3 |
| #21 | 56% | AWS Events | 67% | 172K | 39% | 6 |
| #22 | 55% | AI Engineer | 74% | 375K | 27% | 2 |
| #23 | 55% | Inside Livermore Lab | 74% | 11.9K | 26% | 2 |
| #24 | 55% | Precision Manufacturing System | 75% | 2.0K | 25% | 2 |
| #25 | 54% | Schuster Engineering | 63% | 9.0K | 41% | 2 |
| #26 | 54% | Tech3D | 71% | 88.3K | 29% | 4 |
| #27 | 54% | IMAGINiT Technologies | 74% | 13.8K | 24% | 1 |
| #28 | 54% | IDA | 75% | 1.3K | 21% | 3 |
| #29 | 53% | Autodesk Fusion | 73% | 273K | 25% | 2 |
| #30 | 53% | Dr. Clayton Pettit | 71% | 34.8K | 27% | 3 |
| #31 | 53% | Open Source Mechanics | 73% | 1.1K | 24% | 1 |
| #32 | 52% | Educational Mechanics | 68% | 56.8K | 29% | 1 |
| #33 | 52% | Prof. Halim Boutayeb | 71% | 6.4K | 23% | 3 |
| #34 | 52% | Twist Bioscience | 67% | 3.4K | 29% | 1 |
| #35 | 52% | ITASCA Software | 71% | 5.9K | 24% | 1 |
| #36 | 50% | Codebagel ▶ | 70% | 79.3K | 20% | 1 |
| #37 | 50% | Dr Bo Han Class | 67% | 11.7K | 24% | 1 |
| #38 | 50% | Blender Secrets | 68% | 283K | 21% | 2 |
| #39 | 48% | skaviator | 65% | 8.8K | 24% | 1 |
Ansys — 57.2K subscribers, match 86%; ByteByteGo — 1.4M subscribers, match 82%; IBM Technology — 1.6M subscribers, match 74%. All three are large tech/software channels with a focus on engineering, computation, and technical simulations, overlapping with SimScale in topics like simulation and CAE.
SimScale creates educational and promotional content about simulation and engineering software, including topics like AI-enabled design, scaling AI in engineering, and training physics AI models. The channel uploads multiple videos, with an average of about 356 views per video, and recent titles indicate ongoing AI-focused series and design exploration content.
We analyze SimScale's recent videos, generate topic-relevant search queries, check YouTube search results, and compare the meaning of each channel's content to measure similarity. The result is a ranked list sorted by SERP overlap, semantic similarity, and search appearances.
Discover similar channels for any YouTube creator