[AMS] Analysis, Modelling & Simulation

[AMS] Overview:

The Analysis Modelling and Simulation CPD course offers a comprehensive introduction into the foundational principles, methodologies, and emerging technologies shaping the landscape of Modelling, and Simulation (M&S) in Defence contexts.

Divided into distinct sections, the course delves into key areas including the fundamental roles and applications of AMS, ethical and regulatory frameworks, methodology selection and adaptation with a focus on; Live Virtual and Constructive (LVC), AI and Digital Twins, the design and management of simulation models using a systems approach, and the exploration of various simulation technologies alongside hands-on exercises implementing AI techniques. Furthermore, the course delves into the future of M&S in Defence, emphasizing long-term impact considerations.

Through a blend of theoretical discussions, practical workshops, and interactive sessions, participants gain invaluable insights, and knowledge essential for effective decision-making, analysis, and training within Defence contexts.

Hybrid delivery: An online platform will provide suitable material such as lectures, literature, tasks and collaborative forums offering a peer-to-peer learning environment, and the ability to communicate with academic supervisors and industry mentors.

Benefits (the SO what):

Future-Oriented Skill Development: Learners gain exposure to AI-driven simulation techniques and digital twin architectures, to increase accuracy and speed of decision making through Human-Machine Teaming
Interdisciplinary Integration: The course offers insights into how to link data analytics and simulation environments, reinforcing systems thinking and computational modeling.
Operational Readiness: Trainees develop competencies in simulating complex, dynamic systems using AI-enhanced methods essential for roles such as; cyber operations, logistics planning, and systems engineering.

Application (the FOR what):

Defence and National Security: As highlighted in the Strategic Defence Review 2025, modernising Defence capabilities includes implementation of AI technologies to improve readiness, resilience, and decision-making capacity.
Digital Transformation of Industry: Digital twins are used across critical sectors (e.g., aerospace, energy, Defence) to optimise, predict, and simulate mission scenarios, making course content immediately applicable.
Policy and Planning Impact: The integration of AI and digital models supports rapid, evidence-based scenario planning (key for supporting governmental and military decisions in hybrid warfare and homeland Defence contexts).

5 Day Intensive Course:

Participants engage in a 5 Day Intensive (3 days in person and 2 days online). For CPD participants interested in gaining recognition for their learning, the provision of certificates of attendance can be used for Approved Prior Experience and Learning (APEL) if they wish to proceed with the short course. Those who wish to continue on the short course will only need to pay the remaining balance.

5 Days with 3 Days in person 2 days online
Access to online portal with learning material
Engage with Academic, Industry and MOD Experts
CPD Certificate of Participation awarded upon completion

CPD Cost: £1050

*min 15 students required to run

EOI >> HERE

Short Course :

Following the CPD participants can take an additional 11 weeks part time/ online 15 credit course @Lvl7. This allows participants to engage with the material at their own pace and according to their own schedules, which is crucial for professionals balancing work and personal commitments. Online forums, webinars, and virtual workshops can further enhance the learning experience, enabling interaction with instructors and peers.

Includes CPD +
11 weeks Online Flipped Classroom (0.5 -1 day a week work load)
Dedicated Academic Supervisor
Accredited with 15 Credits at Level 7
Secured discount for other specific courses

Short Course Cost: £1800

*min 7 students required to run

EOI >> HERE

[AMS] Intensive/ Short Course Structure

Day 1

Hybrid

ORIENTATION

Introduction to Fundamentals of Analysis, Modelling and Simulation [AMS] in Defence: Introduce the fundamental concepts of Modelling and Simulation (M&S), its importance in Defence decision making, training and analysis. Understanding its definitions, standards, roles and applications.

Morning Session: Foundations of M&S

Introduction to Analysis, Modelling, and Simulation (AMS): Overview and importance in Defence.
Definitions, standards, and roles of M&S in decision-making, training, and analysis.

Afternoon Session: Ethical and Regulatory Framework

Discussion on ethical, legal, and compliance aspects in M&S.
Workshop on the development and application of standards in M&S projects.

Day 2

Hybrid

ANALYSIS

Methodologies Behind M&S and Insights into Emerging Technologies: Dive into the methodologies behind M&S such as experimental design and analysis and gain insights into emerging technologies such as AI and Digital Twins.

Morning Session: Research Methodologies and Experimental Design

Deep dive into AMS research methodologies, data collection, and analysis.
Principles and importance of experimental design in M&S.

Afternoon Session: AI and Digital Twins in M&S

Introduction to emerging technologies: AI and Digital Twins.
Practical exercises on Applying statistical analysis and integrating AI in M&S for Defence applications.

Day 3

Hybrid

MODELLING

Design and Management of Simulation Models: Focus on the design and management of simulation models, including the development of AI models and Digital Twins

Morning Session: Systems Approach in M&S

Understanding the systems approach in modelling: Applicability and benefits. Group discussion on the challenges and limitations of the systems approach.
Security

Afternoon Session: Developing AI Models and Digital Twins

Workshop on the design and development of AI models and Digital Twins for Defence applications.
Hands-on session using simulation software to create basic models.

Day 4

Hybrid

SIMULATION

Exploring Simulation Technologies and Their Applications in Defence: Exploring live, constructive, and virtual simulation technologies and their applications in Defence. Engage in hands-on simulation exercises implementing AI techniques.

Morning Session: Overview of Simulation Technologies

Comprehensive overview of live, constructive, and virtual simulation technologies.
Group discussion on selecting the appropriate simulation technology for various Defence scenarios.

Afternoon Session: Hands-on Simulation Exercises

Participants engage in simulation exercises tailored to Defence applications.
Feedback and review session on the exercises, discussing implementation challenges and solutions.

Day 5

Hybrid

EVALUATION

The Future of M&S in Defence and Ethical Considerations: Discuss the Future of M&S its significance and the ethical considerations in Defence. Recap of key concepts, open discussion, and feedback session.

Morning Session: The Future of M&S in Defence

Discussions on emerging trends and technologies in M&S.
Exploration of the potential future impact of M&S on Defence strategies and operations.

Afternoon Session: Recap, Discussion, and Feedback

Recap of key concepts covered throughout the course.
Open discussion forum for participants to share insights, ask questions, and provide feedback on the course.
Presentation of certificates for CPD participants and closure of the module.

The following ONLY applies for those engaged on the 15 Credit [AMS] Short Course

Weeks 2-10

Online/ part time

Short Course

In Depth Study:

In Depth study in response to a synthetic hybrid scenario requiring Experimental Design including sampling and ethical considerations, Methodology and analysis of statistical data (Inference, ANOVA and Regression), ML.

Definition, Execution, Analysis, Present and Critical assessment of simulation based experimentation and trials reports,

Problem Definition: Task set which requires participants to develop a response

Weekly Online delivery Supervision Sessions:

Flipped classroom format weekly touch base with assigned supervisor. Potential to run as group work.
The participants will have access to an online platform which will provide suitable material such as lectures, literature, tasks and collaborative forums offering a peer-to-peer learning environment, and the ability to communicate between participants and with academic supervisors and industry mentors.
Participants will be required to respond to tasks directly on the platform allowing for continued assessment and progress analysis offering clear visibility into the performance of each participant at key junctures through the course.

Week 11 -12

Online/ part time

CPD/ Short Course

Final Assessment:

The final assessment will consist of submission of report where participants design, execute, and critically assess a simulation-based experiment, incorporating lessons from the entire course. This exercise will test their ability to apply M&S principles, conduct statistical analysis, and present their findings effectively.

Final Presentation: The participant will be required to present to a panel of academic supervisors and industry mentors who will assess performance against learning outcomes and provide feedback to the participant.

Final Report: The participant will be required to complete and submit a final report. This will be a record of all work completed and responses to final presentation feedback including recommendations for future work.

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