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Stream/Area:
-
Subject:
-
Paper ID:
IJSREM63066
Volume:
10 |
5 |
May 2026
Pages:
1-7
Publication Frequency:
Monthly (12 issues per year)
License:International Journal of Scientific Research in Engineering and Management follows the Creative Commons Attribution 4.0 (CC BY 4.0) License, allowing free use and distribution with proper attribution.

Amity School of Film and Drama
Amity University UP
Amity School of Film and Drama
Amity University UP
The history of the development of visual effects (VFX) production during the last 30 years represents a significant shift in the sphere of technology and creativity. The initial digital production methodologies were based on manual creation of assets, linear workflows, CPU bound rendering systems and a small amount of automation. Although the techniques were innovative at the time, they had problems regarding scalability, speed of turnaround, and flexibility in collaboration. Traditional workflows could not keep pace with the pressure of filmmakers to elaborate on environments, large-scale simulations, and increased realism. This dissertation examines the transformation between previous particle-based and hand-authored VFX pipelines to contemporary, procedural, data-driven production pipelines based on Houdini and USD-based scene management. This study explores fluid simulation method development, rendering technology, scene description systems, automation systems, and the structure of the industry by comparing Deep Rising and Avatar: The Way of Water. It takes particular notice of the creation of FLIP and APIC solvers, the replacement of Mantra-style CPU rendering with Karma XPU hybrid rendering, of the Universal Scene Description (USD) and the emergence of Houdini Digital Assets (HDAs) and Procedural Dependency Graphs (PDGs). The review of theories, technical analysis of the work, and analytical comparison allow the study to demonstrate that the workflow of procedures is not only an efficiency gain but a basic change in creative production. Non-destructive iteration, scalable parameters, distributed collaboration, and late-stage flexibility are possible in modern pipelines that used to be impossible due to the older systems. The study comes to the conclusion that proceduralism has now become an important part of the modern visual effects practice and the future of cinema world-building.
KEYWORDS
Proceduralism is currently a core aspect of contemporary digital cinema. The areas that proceduralism is about to conflate as AI gains more and more support in pipelines, though, will be the distinctions between simulation, automation, and intelligent creative assistance. The future of visual effects is to create systems capable of creating digital worlds in real-time, as opposed to creating them one part at a time.
Procedural pipelines in the next decade could be on track to: 1. Complete dynamic on-screen movie. 2. AI-assisted setting up of the environment. 3. Collaborative work Cloud native. 4. Smart simulation scaling 5. Automated quality control It is likely that the procedural systems will be even more coupled with predictive algorithms.
Publication Date
5/12/2026
Peer Review Type
Double-Blind Peer Review
Review Rounds: 2
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Conflict of Interest
The authors declare no conflict of interest related to this research work.
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