SimScale

Subscribers 31.4K

Videos 539

Views 3.0M

Channels Like SimScale

SimScale covers cloud-based engineering simulation with a focus on AI-native and cloud-enabled workflows. The channel's videos appear as tutorials and demonstrations (e.g., scaling AI in engineering, AI-driven simulation workflows, and specific simulations like turbocharger and bolted gearbox) with an emphasis on design exploration, nonlinear analysis, and multiphysics topics. Content is posted regularly, with an average of about 356 views per video and a typical length around 8 minutes, across 539 published videos since joining in 2013.

AI summary

Results last updated 5 months ago.

Similar Channels

We found 39 YouTube channels similar to SimScale

#1

Ansys

86% relevance

Subscribers 57.9K

Videos 844

Views 10.7M

Appearances 10

SERP 91%

Similarity 82%

AI petrochemical simulation thermal simulation AI manufacturing AI simulations

Both target AI-augmented engineering simulations (e.g., AI petrochemical and thermal engineering) and industrial-scale simulations, with high search overlap (91%) and strong content relevance (82%), signaling similar audiences and use cases despite different publishing styles.

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#2

ByteByteGo view on YouTube ▶

82% relevance

Subscribers 1.4M

Videos 163

Views 59.3M

Appearances 6

SERP 100%

Similarity 70%

cloud-native simulation simulation scalability cloud-native FEM

Covers cloud-native and scalable simulation topics such as cloud-native FEM, aligning with SimScale's cloud-based CFD/FEA focus; shares top search terms (100%) and substantial content overlap (70%), indicating a similar audience but differing depth and tutorial style.

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IBM Technology YouTube channel thumbnail

#3

IBM Technology view on YouTube ▶

74% relevance

Subscribers 1.6M

Videos 1.5K

Views 108.6M

Appearances 7

SERP 75%

Similarity 74%

thermal simulation AI engineering AI workflows cloud-native simulation

Emphasizes cloud-native simulation and AI-enabled engineering workflows, mirroring SimScale's cloud-CAD/FEA AI-assisted use cases; strong search overlap (75%) and close content alignment (74%) reflect a parallel enterprise-focused audience.

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#4

Siemens Software

73% relevance

Subscribers 108K

Videos 6.4K

Views 94.3M

Appearances 4

SERP 59%

Similarity 81%

AI petrochemical simulation electromagnetic simulation manufacturing AI simulations

Offers AI-assisted and electromagnetic/industrial simulation for manufacturing, aligning with SimScale on manufacturing-focused AI simulations; solid search (59%) and high content similarity (81%) indicate overlapping topics and audiences.

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#5

CNCF [Cloud Native Computing Foundation]

68% relevance

Subscribers 136K

Videos 13K

Views 16.4M

Appearances 8

SERP 65%

Similarity 71%

cloud-native FEM

Focuses on cloud-native technologies applicable to FEM and cloud-based simulation ecosystems; moderate search (65%) and strong content alignment (71%) suggest shared interest in cloud-native simulation pipelines.

AI summary

#6

NVIDIA view on YouTube ▶

67% relevance

Subscribers 2.2M

Videos 2.6K

Views 584.0M

Appearances 10

SERP 57%

Similarity 74%

manufacturing AI simulations AI-driven simulations digital twin simulations

Promotes AI-driven manufacturing simulations and digital twin concepts, matching SimScale’s AI-enabled simulation narratives; notable search (57%) and strong content overlap (74%) point to a common audience interested in accelerated, AI-informed simulations.

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Content Landscape

The top competitors are Ansys (86% match) and ByteByteGo (82% match). Ansys shares queries such as AI petrochemical simulation, thermal simulation AI, and manufacturing AI simulations, positioning it as a direct enterprise-focused rival in AI-enabled simulation. ByteByteGo aligns with cloud-native simulation, simulation scalability, and cloud-native FEM, making it a strong competitor in cloud-based and scalable simulation topics. IBM Technology (74% match) also overlaps on thermal simulation AI and engineering AI workflows, but the closest two by match strength are Ansys and ByteByteGo. SimScale has 31.4K subscribers, which is substantially smaller than Ansys (57.9K) and ByteByteGo (1.4M), underscoring a significant size gap despite topical overlap.

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Video Highlights

Didn't Make the Cut

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Rank	Relevance	Channel	Similarity	Subscribers	SERP	Appearances
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#9	65%	Hawk Ridge Systems ▶	76%	58.9K	48%	7
#10	64%	The Efficient Engineer ▶	74%	1.4M	48%	3
#11	61%	cgcircuitLLC	72%	15.5K	43%	2
#12	59%	NVIDIA Omniverse	75%	56.9K	36%	4
#13	59%	DiveInto with James Spurin	69%	5.8K	44%	3
#14	58%	Ruslan Miftakhov - AI Research	78%	5.4K	29%	1
#15	58%	New Mind	76%	742K	32%	4
#16	57%	Autodesk Simulation	78%	21.7K	25%	4
#17	57%	SIMULIA	79%	25.7K	24%	5
#18	57%	Animagraffs ▶	68%	1.8M	41%	3
#19	57%	CARinfo3d (En)	74%	287K	31%	3
#20	56%	Dr. Simulate	70%	45.8K	34%	3
#21	56%	AWS Events	67%	172K	39%	6
#22	55%	AI Engineer ▶	74%	375K	27%	2
#23	55%	Inside Livermore Lab	74%	12.1K	26%	2
#24	55%	Precision Manufacturing System	75%	2.1K	25%	2
#25	54%	Schuster Engineering	63%	9.0K	41%	2
#26	54%	Tech3D	71%	88.6K	29%	4
#27	54%	IMAGINiT Technologies	74%	14.2K	24%	1
#28	54%	IDA	75%	1.3K	21%	3
#29	53%	Autodesk Fusion	73%	282K	25%	2
#30	53%	Dr. Clayton Pettit	71%	37K	27%	3
#31	53%	Open Source Mechanics	73%	1.5K	24%	1
#32	52%	Educational Mechanics	68%	56.8K	29%	1
#33	52%	Prof. Halim Boutayeb	71%	7.3K	23%	3
#34	52%	Twist Bioscience	67%	3.6K	29%	1
#35	52%	ITASCA Software	71%	6.1K	24%	1
#36	50%	Codebagel ▶	70%	79.3K	20%	1
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Search Queries Used

cloud-based simulation AI petrochemical simulation FEM nonlinear analysis CFD cloud platform electromagnetic simulation thermal simulation AI manufacturing AI simulations engineering AI workflows cloud-native simulation AI-driven design exploration multiphysics simulation cloud simulation scalability nonlinear finite element precision engineering simulation turbocharger simulation cloud-based CFD AI-driven simulations multiphysics cloud cloud-native FEM finite element cloud CFD on cloud electromagnetic modeling thermal analysis cloud nonlinear dynamics simulation simulation scalability tips high performance simulation digital twin simulations aerospace simulation cloud automotive engine simulation parametric simulation cloud topology optimization cloud mesh free simulation surrogate modeling in simulation simulation data analytics

Frequently Asked Questions

Which YouTube channels are most similar to SimScale?

Ansys — 57.9K subscribers, 86% match; ByteByteGo — 1.4M subscribers, 82% match; IBM Technology — 1.6M subscribers, 74% match. They share focus on engineering, simulation, and technology topics similar to SimScale's content.

What type of content does SimScale make?

SimScale makes instructional and informational videos about simulation, CAE, CFD, and FEA. Content includes topics like AI in design, scaling AI in engineering, and training physics AI models. Uploads appear to be multiple videos with varying views, and the channel averages about 356 views per video.

How do we determine which channels are similar to SimScale?

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.

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